DataFrame
NO COMPARISON TARGET
10000
ROWS
0
DUPLICATES
10.2 MB
RAM
87
FEATURES
7
CATEGORICAL
80
NUMERICAL
0
TEXT
2.3.1
Get updates, docs & report issues here
Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
high_risk_flag
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
1
party_id
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
1
(<1%)
MAX
9,999
95%
9,499
Q3
7,499
MEDIAN
5,000
AVG
5,000
Q1
2,500
5%
500
MIN
0
RANGE
9,999
IQR
5,000
STD
2,887
VAR
8.3M
KURT.
-1.20
SKEW
0.00
SUM
50.0M
2
risk_probability
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
1.000
95%
0.950
Q3
0.747
AVG
0.496
MEDIAN
0.494
Q1
0.242
5%
0.050
MIN
0.000
RANGE
1.000
IQR
0.505
STD
0.289
VAR
0.084
KURT.
-1.19
SKEW
0.027
SUM
4,961
3
BILL_OUTSTANDING_M1_avg
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
18,224
95%
9,433
Q3
5,361
AVG
2,482
MEDIAN
2,467
Q1
-402
5%
-4,341
MIN
-13,897
RANGE
32,122
IQR
5,763
STD
4,227
VAR
17.9M
KURT.
-0.046
SKEW
0.021
SUM
24.8M
4
BILL_AMT_M1_avg
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
13,917
95%
7,758
Q3
4,313
AVG
2,008
MEDIAN
2,007
Q1
-332
5%
-3,612
MIN
-10,616
RANGE
24,534
IQR
4,646
STD
3,449
VAR
11.9M
KURT.
-0.038
SKEW
-0.003
SUM
20.1M
5
BILL_RENTALS_M1_avg
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
2,854
95%
1,324
Q3
749
MEDIAN
344
AVG
343
Q1
-66
5%
-637
MIN
-1,751
RANGE
4,605
IQR
815
STD
595
VAR
355k
KURT.
-0.049
SKEW
0.024
SUM
3.4M
6
BILL_RENTALS_M2_avg
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
6,079
95%
3,215
Q3
1,798
MEDIAN
833
AVG
829
Q1
-143
5%
-1,595
MIN
-4,248
RANGE
10,326
IQR
1,941
STD
1,448
VAR
2.1M
KURT.
-0.038
SKEW
-1.73e-4
SUM
8.3M
7
BILL_RENTALS_M3_avg
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
5,434
95%
2,990
Q3
1,691
AVG
789
MEDIAN
781
Q1
-121
5%
-1,437
MIN
-3,863
RANGE
9,296
IQR
1,812
STD
1,347
VAR
1.8M
KURT.
0.016
SKEW
9.62e-4
SUM
7.9M
8
BILL_RENTALS_M4_avg
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
1,515
95%
770
Q3
432
AVG
203
MEDIAN
202
Q1
-25
5%
-363
MIN
-1,123
RANGE
2,638
IQR
457
STD
342
VAR
117k
KURT.
0.023
SKEW
-0.009
SUM
2.0M
9
BILL_RENTALS_M5_avg
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
1,447
95%
672
Q3
374
MEDIAN
176
AVG
172
Q1
-34
5%
-328
MIN
-932
RANGE
2,379
IQR
408
STD
301
VAR
90,746
KURT.
-0.014
SKEW
-0.009
SUM
1.7M
10
BILL_RENTALS_M6_avg
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
1,445
95%
751
Q3
427
MEDIAN
202
AVG
200
Q1
-28
5%
-360
MIN
-1,051
RANGE
2,496
IQR
455
STD
338
VAR
114k
KURT.
-0.015
SKEW
-0.024
SUM
2.0M
11
BILL_USAGE_CHRGS_M1_avg
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
0.072
95%
0.038
Q3
0.021
MEDIAN
0.010
AVG
0.010
Q1
-0.002
5%
-0.018
MIN
-0.063
RANGE
0.135
IQR
0.023
STD
0.017
VAR
2.87e-4
KURT.
-0.006
SKEW
0.002
SUM
98.0
12
BILL_USAGE_CHRGS_M2_avg
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
0.74
95%
0.38
Q3
0.22
MEDIAN
0.10
AVG
0.10
Q1
-0.01
5%
-0.19
MIN
-0.57
RANGE
1.32
IQR
0.231
STD
0.171
VAR
0.029
KURT.
-0.019
SKEW
-0.017
SUM
1,007
13
BILL_USAGE_CHRGS_M3_avg
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
0.77
95%
0.38
Q3
0.22
AVG
0.10
MEDIAN
0.10
Q1
-0.01
5%
-0.18
MIN
-0.48
RANGE
1.25
IQR
0.228
STD
0.168
VAR
0.028
KURT.
-0.045
SKEW
0.033
SUM
1,004
14
BILL_USAGE_CHRGS_M4_avg
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
0.528
95%
0.282
Q3
0.161
MEDIAN
0.076
AVG
0.076
Q1
-0.009
5%
-0.130
MIN
-0.461
RANGE
0.989
IQR
0.171
STD
0.127
VAR
0.016
KURT.
-0.018
SKEW
-0.025
SUM
760
15
BILL_USAGE_CHRGS_M5_avg
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
4,864
95%
2,460
Q3
1,392
AVG
646
MEDIAN
643
Q1
-107
5%
-1,173
MIN
-3,418
RANGE
8,281
IQR
1,499
STD
1,113
VAR
1.2M
KURT.
-0.028
SKEW
-0.004
SUM
6.5M
16
BILL_USAGE_CHRGS_M6_avg
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
5,390
95%
2,654
Q3
1,515
MEDIAN
706
AVG
695
Q1
-105
5%
-1,279
MIN
-4,558
RANGE
9,948
IQR
1,620
STD
1,194
VAR
1.4M
KURT.
-0.056
SKEW
-0.012
SUM
6.9M
17
BILL_OUTSTANDING_M1_sum
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
17,669
95%
9,363
Q3
5,371
MEDIAN
2,565
AVG
2,508
Q1
-339
5%
-4,462
MIN
-15,414
RANGE
33,083
IQR
5,710
STD
4,224
VAR
17.8M
KURT.
-0.023
SKEW
-0.057
SUM
25.1M
18
BILL_OUTSTANDING_M3_avg
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
12,256
95%
6,687
Q3
3,790
AVG
1,778
MEDIAN
1,756
Q1
-208
5%
-3,030
MIN
-9,119
RANGE
21,375
IQR
3,998
STD
2,941
VAR
8.7M
KURT.
-0.107
SKEW
0.046
SUM
17.8M
19
BILL_OUTSTANDING_M3_sum
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
24,723
95%
13,084
Q3
7,491
MEDIAN
3,434
AVG
3,405
Q1
-536
5%
-6,505
MIN
-18,659
RANGE
43,382
IQR
8,026
STD
5,963
VAR
35.6M
KURT.
0.013
SKEW
-0.050
SUM
34.1M
20
BILL_OUTSTANDING_M6_avg
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
10,089
95%
5,623
Q3
3,194
MEDIAN
1,505
AVG
1,483
Q1
-196
5%
-2,707
MIN
-9,374
RANGE
19,463
IQR
3,390
STD
2,529
VAR
6.4M
KURT.
0.029
SKEW
-0.035
SUM
14.8M
21
BILL_OUTSTANDING_M6_sum
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
16,277
95%
7,501
Q3
4,336
AVG
2,033
MEDIAN
2,029
Q1
-301
5%
-3,501
MIN
-9,853
RANGE
26,130
IQR
4,637
STD
3,374
VAR
11.4M
KURT.
-0.016
SKEW
0.046
SUM
20.3M
22
ACTV_30_DYS_avg
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
3.55
95%
1.89
Q3
1.07
MEDIAN
0.50
AVG
0.50
Q1
-0.07
5%
-0.88
MIN
-2.97
RANGE
6.52
IQR
1.14
STD
0.839
VAR
0.704
KURT.
-0.057
SKEW
-0.012
SUM
4,996
23
ACTV_60_DYS_avg
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
4.00
95%
1.90
Q3
1.08
AVG
0.50
MEDIAN
0.50
Q1
-0.07
5%
-0.92
MIN
-2.53
RANGE
6.53
IQR
1.15
STD
0.855
VAR
0.731
KURT.
0.020
SKEW
0.021
SUM
5,042
24
ACTV_90_DYS_avg
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
3.50
95%
1.93
Q3
1.07
MEDIAN
0.50
AVG
0.50
Q1
-0.08
5%
-0.93
MIN
-3.03
RANGE
6.52
IQR
1.15
STD
0.863
VAR
0.744
KURT.
0.026
SKEW
2.04e-5
SUM
5,000
25
ACTV_30_DYS_norm
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
197
95%
94
Q3
53
MEDIAN
24
AVG
24
Q1
-5
5%
-46
MIN
-130
RANGE
327
IQR
58.0
STD
42.6
VAR
1,814
KURT.
-0.007
SKEW
0.015
SUM
242k
26
ACTV_60_DYS_norm
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
413
95%
190
Q3
107
MEDIAN
50
AVG
49
Q1
-9
5%
-91
MIN
-275
RANGE
687
IQR
117
STD
86.1
VAR
7,409
KURT.
-0.023
SKEW
-1.42e-4
SUM
494k
27
ACTV_90_DYS_norm
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
95
95%
48
Q3
27
AVG
12
MEDIAN
12
Q1
-2
5%
-22
MIN
-76
RANGE
171
IQR
28.5
STD
21.2
VAR
450
KURT.
0.070
SKEW
0.022
SUM
125k
28
ARPU_12_avg
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
1,346
95%
666
Q3
376
AVG
173
MEDIAN
172
Q1
-27
5%
-311
MIN
-915
RANGE
2,262
IQR
403
STD
297
VAR
88,245
KURT.
0.007
SKEW
-0.004
SUM
1.7M
29
ARPU_1_avg
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
11,568
95%
5,635
Q3
3,234
AVG
1,500
MEDIAN
1,495
Q1
-205
5%
-2,664
MIN
-7,753
RANGE
19,321
IQR
3,440
STD
2,549
VAR
6.5M
KURT.
0.008
SKEW
3.97e-4
SUM
15.0M
30
ARPU_3_avg
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
589
95%
284
Q3
159
MEDIAN
75
AVG
73
Q1
-15
5%
-136
MIN
-373
RANGE
962
IQR
174
STD
127
VAR
16,150
KURT.
-0.087
SKEW
0.041
SUM
731k
31
ARPU_6_avg
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
7,312
95%
3,840
Q3
2,160
MEDIAN
999
AVG
992
Q1
-167
5%
-1,826
MIN
-5,139
RANGE
12,451
IQR
2,327
STD
1,709
VAR
2.9M
KURT.
-0.070
SKEW
0.009
SUM
9.9M
32
ARPU_12_sum
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
768
95%
374
Q3
214
MEDIAN
99
AVG
98
Q1
-15
5%
-186
MIN
-573
RANGE
1,341
IQR
229
STD
171
VAR
29,155
KURT.
0.039
SKEW
-0.039
SUM
983k
33
ARPU_1_sum
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
1,260
95%
623
Q3
346
MEDIAN
165
AVG
162
Q1
-26
5%
-291
MIN
-894
RANGE
2,155
IQR
372
STD
278
VAR
77,373
KURT.
0.060
SKEW
0.036
SUM
1.6M
34
ARPU_3_sum
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
514
95%
286
Q3
162
AVG
74
MEDIAN
73
Q1
-14
5%
-137
MIN
-382
RANGE
896
IQR
175
STD
128
VAR
16,379
KURT.
-0.112
SKEW
0.015
SUM
740k
35
ARPU_6_sum
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
11,733
95%
6,609
Q3
3,738
MEDIAN
1,732
AVG
1,714
Q1
-310
5%
-3,254
MIN
-9,239
RANGE
20,973
IQR
4,048
STD
3,003
VAR
9.0M
KURT.
-0.025
SKEW
-0.054
SUM
17.1M
36
BAR_FLG_M6_N_norm
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
378
95%
184
Q3
103
AVG
49
MEDIAN
49
Q1
-6
5%
-86
MIN
-250
RANGE
629
IQR
109
STD
82.0
VAR
6,721
KURT.
-0.019
SKEW
-0.003
SUM
488k
37
BAR_FLG_M6_Y_norm
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
182
95%
98
Q3
56
AVG
26
MEDIAN
25
Q1
-3
5%
-46
MIN
-125
RANGE
308
IQR
59.1
STD
44.0
VAR
1,935
KURT.
-0.002
SKEW
0.013
SUM
260k
38
BAR_FLG_N_norm
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
3.63
95%
1.91
Q3
1.07
AVG
0.50
MEDIAN
0.49
Q1
-0.08
5%
-0.90
MIN
-3.00
RANGE
6.63
IQR
1.15
STD
0.854
VAR
0.729
KURT.
0.045
SKEW
0.024
SUM
5,017
39
BAR_FLG_Y_norm
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
3.60
95%
1.87
Q3
1.06
MEDIAN
0.50
AVG
0.48
Q1
-0.09
5%
-0.92
MIN
-3.06
RANGE
6.67
IQR
1.15
STD
0.851
VAR
0.724
KURT.
0.001
SKEW
-0.011
SUM
4,841
40
CC_CARD_FLG_count
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
3.40
95%
1.88
Q3
1.06
MEDIAN
0.50
AVG
0.50
Q1
-0.07
5%
-0.92
MIN
-2.79
RANGE
6.19
IQR
1.14
STD
0.846
VAR
0.717
KURT.
-0.053
SKEW
-0.031
SUM
4,984
41
CST_CAT_FLG_EP_norm
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
273
95%
137
Q3
78
MEDIAN
37
AVG
37
Q1
-5
5%
-64
MIN
-211
RANGE
484
IQR
82.5
STD
61.4
VAR
3,767
KURT.
-0.027
SKEW
-0.018
SUM
365k
42
CST_CAT_FLG_NP_norm
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
319
95%
165
Q3
93
AVG
43
MEDIAN
43
Q1
-6
5%
-79
MIN
-300
RANGE
618
IQR
99.1
STD
74.4
VAR
5,534
KURT.
0.039
SKEW
-0.025
SUM
434k
43
PORTIN_N_FLG_count
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
1.75
95%
0.95
Q3
0.54
MEDIAN
0.26
AVG
0.25
Q1
-0.04
5%
-0.45
MIN
-1.71
RANGE
3.46
IQR
0.579
STD
0.427
VAR
0.182
KURT.
0.015
SKEW
-0.050
SUM
2,500
44
PORTIN_N_FLG_norm
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
328
95%
163
Q3
93
AVG
43
MEDIAN
42
Q1
-7
5%
-78
MIN
-255
RANGE
583
IQR
100
STD
73.5
VAR
5,398
KURT.
-0.098
SKEW
-0.005
SUM
428k
45
PORTIN_Other_FLG_count
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
2.92
95%
1.32
Q3
0.54
MEDIAN
0.01
AVG
0.01
Q1
-0.54
5%
-1.32
MIN
-2.87
RANGE
5.80
IQR
1.08
STD
0.800
VAR
0.639
KURT.
-0.006
SKEW
-3.40e-4
SUM
57.2
46
PORTIN_Other_FLG_norm
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
2.88
95%
1.30
Q3
0.53
AVG
-0.00
MEDIAN
-0.01
Q1
-0.55
5%
-1.32
MIN
-2.85
RANGE
5.72
IQR
1.09
STD
0.801
VAR
0.641
KURT.
-0.056
SKEW
0.019
SUM
-48.2
47
PORTIN_Y_FLG_count
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
3.28
95%
1.33
Q3
0.54
AVG
0.00
MEDIAN
-0.01
Q1
-0.53
5%
-1.29
MIN
-2.97
RANGE
6.25
IQR
1.06
STD
0.795
VAR
0.632
KURT.
0.037
SKEW
0.049
SUM
0.638
48
PORTIN_Y_FLG_norm
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
3.28
95%
1.32
Q3
0.54
MEDIAN
-0.00
AVG
-0.01
Q1
-0.54
5%
-1.33
MIN
-3.10
RANGE
6.38
IQR
1.09
STD
0.805
VAR
0.648
KURT.
0.036
SKEW
0.002
SUM
-64.3
49
PORTOUT_N_FLG_count
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
1.82
95%
0.94
Q3
0.53
AVG
0.24
MEDIAN
0.24
Q1
-0.05
5%
-0.45
MIN
-1.48
RANGE
3.30
IQR
0.575
STD
0.423
VAR
0.179
KURT.
0.009
SKEW
-0.008
SUM
2,388
50
PORTOUT_N_FLG_norm
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
327
95%
164
Q3
93
AVG
43
MEDIAN
43
Q1
-8
5%
-77
MIN
-221
RANGE
548
IQR
101
STD
73.4
VAR
5,387
KURT.
-0.108
SKEW
0.009
SUM
428k
51
PORTOUT_Other_FLG_count
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
3.14
95%
1.30
Q3
0.53
AVG
-0.01
MEDIAN
-0.02
Q1
-0.56
5%
-1.32
MIN
-3.12
RANGE
6.26
IQR
1.09
STD
0.801
VAR
0.641
KURT.
0.002
SKEW
0.024
SUM
-118
52
PORTOUT_Other_FLG_norm
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
3.13
95%
1.35
Q3
0.55
AVG
0.00
MEDIAN
-0.00
Q1
-0.54
5%
-1.34
MIN
-3.09
RANGE
6.23
IQR
1.08
STD
0.807
VAR
0.652
KURT.
-0.015
SKEW
-0.038
SUM
4.18
53
PORTOUT_Y_FLG_count
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
3.11
95%
1.32
Q3
0.55
AVG
0.00
MEDIAN
-0.00
Q1
-0.55
5%
-1.33
MIN
-3.18
RANGE
6.28
IQR
1.09
STD
0.805
VAR
0.648
KURT.
-0.004
SKEW
0.036
SUM
5.73
54
PORTOUT_Y_FLG_norm
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
3.64
95%
1.30
Q3
0.55
MEDIAN
0.01
AVG
0.00
Q1
-0.55
5%
-1.33
MIN
-3.43
RANGE
7.07
IQR
1.10
STD
0.808
VAR
0.653
KURT.
0.057
SKEW
-0.057
SUM
48.9
55
VO_MOB_MOU_FREE_M1
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
52,642
95%
25,366
Q3
14,297
MEDIAN
6,612
AVG
6,580
Q1
-1,149
5%
-12,373
MIN
-44,835
RANGE
97,477
IQR
15,446
STD
11,527
VAR
132.9M
KURT.
0.062
SKEW
-0.014
SUM
65.8M
56
VO_MOB_MOU_OFFNT_M1
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
12,984
95%
5,882
Q3
3,343
MEDIAN
1,582
AVG
1,562
Q1
-220
5%
-2,779
MIN
-9,138
RANGE
22,121
IQR
3,563
STD
2,663
VAR
7.1M
KURT.
0.087
SKEW
0.007
SUM
15.6M
57
VO_MOB_MOU_ONNT_M1
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
58,115
95%
29,560
Q3
16,661
AVG
7,641
MEDIAN
7,474
Q1
-1,375
5%
-13,914
MIN
-34,832
RANGE
92,947
IQR
18,036
STD
13,197
VAR
174.1M
KURT.
-0.069
SKEW
0.049
SUM
76.4M
58
MNP_PORT_IN_0_count
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
2.80
95%
1.35
Q3
0.54
AVG
0.00
MEDIAN
-0.01
Q1
-0.54
5%
-1.32
MIN
-3.38
RANGE
6.19
IQR
1.08
STD
0.802
VAR
0.643
KURT.
-0.060
SKEW
0.036
SUM
23.8
59
MNP_PORT_OUT_0_count
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
3.14
95%
1.31
Q3
0.55
AVG
0.01
MEDIAN
0.00
Q1
-0.55
5%
-1.31
MIN
-3.20
RANGE
6.33
IQR
1.10
STD
0.804
VAR
0.646
KURT.
0.007
SKEW
0.012
SUM
64.8
60
MNP_PORT_IN_1_count
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
3.47
95%
1.32
Q3
0.55
MEDIAN
0.00
AVG
0.00
Q1
-0.55
5%
-1.31
MIN
-3.15
RANGE
6.62
IQR
1.10
STD
0.808
VAR
0.653
KURT.
0.022
SKEW
5.11e-4
SUM
13.1
61
MNP_PORT_OUT_1_count
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
3.17
95%
1.34
Q3
0.53
AVG
-0.01
MEDIAN
-0.01
Q1
-0.56
5%
-1.34
MIN
-3.15
RANGE
6.32
IQR
1.09
STD
0.810
VAR
0.657
KURT.
-0.026
SKEW
0.012
SUM
-107
62
MNP_PORT_IN_0_norm
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
3.13
95%
1.30
Q3
0.54
AVG
0.00
MEDIAN
-0.00
Q1
-0.53
5%
-1.32
MIN
-2.94
RANGE
6.06
IQR
1.06
STD
0.797
VAR
0.635
KURT.
0.010
SKEW
-0.026
SUM
2.90
63
MNP_PORT_OUT_0_norm
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
2.91
95%
1.32
Q3
0.53
MEDIAN
0.01
AVG
0.00
Q1
-0.53
5%
-1.33
MIN
-2.74
RANGE
5.65
IQR
1.06
STD
0.799
VAR
0.638
KURT.
-0.041
SKEW
-0.023
SUM
41.5
64
MNP_PORT_IN_1_norm
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
2.86
95%
1.31
Q3
0.53
MEDIAN
0.00
AVG
-0.00
Q1
-0.54
5%
-1.32
MIN
-2.70
RANGE
5.57
IQR
1.08
STD
0.802
VAR
0.643
KURT.
-0.011
SKEW
0.026
SUM
-12.4
65
MNP_PORT_OUT_1_norm
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
3.05
95%
1.33
Q3
0.55
AVG
-0.00
MEDIAN
-0.01
Q1
-0.55
5%
-1.32
MIN
-3.03
RANGE
6.09
IQR
1.10
STD
0.808
VAR
0.652
KURT.
-0.063
SKEW
-0.006
SUM
-0.006
66
CST_BAD_DEBT_AMT
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
25,289
95%
11,475
Q3
6,528
MEDIAN
3,017
AVG
2,966
Q1
-562
5%
-5,795
MIN
-15,113
RANGE
40,402
IQR
7,090
STD
5,231
VAR
27.4M
KURT.
-0.055
SKEW
-0.040
SUM
29.7M
67
CST_BAD_DEBT_RATIO
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
2,620
95%
1,336
Q3
771
MEDIAN
359
AVG
356
Q1
-58
5%
-631
MIN
-2,031
RANGE
4,652
IQR
829
STD
604
VAR
365k
KURT.
-0.047
SKEW
-0.020
SUM
3.6M
68
CST_BILL_AMT_M1
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
24,222
95%
12,558
Q3
7,022
AVG
3,294
MEDIAN
3,270
Q1
-405
5%
-5,777
MIN
-16,401
RANGE
40,624
IQR
7,427
STD
5,530
VAR
30.6M
KURT.
-0.004
SKEW
-2.65e-4
SUM
32.9M
69
OS_TO_PMNT_RATIO_avg
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
10,630
95%
5,702
Q3
3,235
AVG
1,503
MEDIAN
1,497
Q1
-227
5%
-2,709
MIN
-7,901
RANGE
18,531
IQR
3,462
STD
2,551
VAR
6.5M
KURT.
-0.109
SKEW
-0.002
SUM
15.0M
70
OS_TO_PMNT_RATIO_norm
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
1.2M
95%
0.6M
Q3
0.3M
MEDIAN
0.2M
AVG
0.2M
Q1
-0.0M
5%
-0.3M
MIN
-0.9M
RANGE
2.0M
IQR
366k
STD
271k
VAR
73.3B
KURT.
0.011
SKEW
-0.017
SUM
1.6B
71
PMNT_AMT_M1_avg
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
5,312
95%
2,828
Q3
1,595
AVG
738
MEDIAN
736
Q1
-123
5%
-1,303
MIN
-4,325
RANGE
9,637
IQR
1,718
STD
1,264
VAR
1.6M
KURT.
0.007
SKEW
0.003
SUM
7.4M
72
PMNT_AMT_M1_sum
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
14,650
95%
6,684
Q3
3,719
AVG
1,698
MEDIAN
1,668
Q1
-340
5%
-3,152
MIN
-8,594
RANGE
23,245
IQR
4,058
STD
2,991
VAR
8.9M
KURT.
-0.024
SKEW
0.047
SUM
17.0M
73
PMNT_CHNL_CNT_M1_max
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
5.81
95%
2.84
Q3
1.61
MEDIAN
0.77
AVG
0.76
Q1
-0.10
5%
-1.34
MIN
-4.19
RANGE
9.99
IQR
1.71
STD
1.28
VAR
1.63
KURT.
0.012
SKEW
-0.040
SUM
7,625
74
PMNT_CNT_M1_avg
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
3.79
95%
1.93
Q3
1.11
MEDIAN
0.51
AVG
0.50
Q1
-0.10
5%
-0.95
MIN
-3.08
RANGE
6.87
IQR
1.21
STD
0.884
VAR
0.782
KURT.
0.033
SKEW
-0.009
SUM
4,994
75
PMNT_CNT_M1_max
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
5.47
95%
2.85
Q3
1.62
AVG
0.76
MEDIAN
0.76
Q1
-0.10
5%
-1.32
MIN
-3.75
RANGE
9.22
IQR
1.72
STD
1.27
VAR
1.61
KURT.
-0.070
SKEW
0.005
SUM
7,615
76
TOP_CHNL_TOT_PMNT_RAT_M1_avg
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10,000
(100%)
ZEROES:
---
MAX
5.63
95%
2.87
Q3
1.63
AVG
0.75
MEDIAN
0.75
Q1
-0.12
5%
-1.39
MIN
-3.83
RANGE
9.46
IQR
1.75
STD
1.30
VAR
1.68
KURT.
-0.059
SKEW
0.012
SUM
7,529
77
FNP_portin_count
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
41
(<1%)
ZEROES:
810
(8%)
MAX
43.0
95%
19.0
Q3
11.0
AVG
7.4
MEDIAN
6.0
Q1
3.0
5%
0.0
MIN
0.0
RANGE
43.0
IQR
8.00
STD
5.96
VAR
35.6
KURT.
0.971
SKEW
1.01
SUM
73,992
78
FNP_portin_norm
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
39
(<1%)
ZEROES:
783
(8%)
MAX
40.0
95%
19.0
Q3
11.0
AVG
7.4
MEDIAN
6.0
Q1
3.0
5%
0.0
MIN
0.0
RANGE
40.0
IQR
8.00
STD
5.97
VAR
35.7
KURT.
1.07
SKEW
1.04
SUM
74,332
79
FNP_portout_count
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
39
(<1%)
ZEROES:
809
(8%)
MAX
39.0
95%
19.0
Q3
11.0
AVG
7.5
MEDIAN
6.0
Q1
3.0
5%
0.0
MIN
0.0
RANGE
39.0
IQR
8.00
STD
6.03
VAR
36.4
KURT.
0.795
SKEW
0.976
SUM
74,528
80
FNP_portout_norm
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
38
(<1%)
ZEROES:
754
(8%)
MAX
37.0
95%
19.0
Q3
11.0
AVG
7.5
MEDIAN
6.0
Q1
3.0
5%
0.0
MIN
0.0
RANGE
37.0
IQR
8.00
STD
6.03
VAR
36.3
KURT.
0.973
SKEW
1.02
SUM
75,424
81
CST_CORP_SEG_mode
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
82
CST_PFT_ARPU_BAND_mode
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
10
(<1%)
83
CST_PFT_ARPU_SEG_mode
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
15
(<1%)
84
CST_SEG_TP_mode
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
85
CST_VAL_SEG_mode
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
86
PMNT_TOP_CHNL_M1_mode
VALUES:
10,000
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
high_risk_flag
MISSING:
---
TOP CATEGORIES
high_risk_flag
0
5,067
51%
1
4,933
49%
ALL
10,000
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
high_risk_flag
PROVIDES INFORMATION ON...
CST_SEG_TP_mode
1.00
CST_VAL_SEG_mode
0.38
CST_CORP_SEG_mode
0.37
PMNT_TOP_CHNL_M1_mode
0.30
CST_PFT_ARPU_BAND_mode
0.28
CST_PFT_ARPU_SEG_mode
0.24

THESE FEATURES
GIVE INFORMATION
ON high_risk_flag:
CST_PFT_ARPU_SEG_mode
0.72
PMNT_TOP_CHNL_M1_mode
0.67
CST_PFT_ARPU_BAND_mode
0.67
CST_VAL_SEG_mode
0.48
CST_CORP_SEG_mode
0.47
CST_SEG_TP_mode
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
high_risk_flag
CORRELATION RATIO WITH...
risk_probability
0.86
CST_BAD_DEBT_AMT
0.32
ARPU_12_sum
0.32
ACTV_90_DYS_avg
0.31
OS_TO_PMNT_RATIO_norm
0.31
ACTV_60_DYS_norm
0.31
BILL_AMT_M1_avg
0.30
BILL_OUTSTANDING_M3_sum
0.30
ARPU_6_sum
0.30
ACTV_30_DYS_norm
0.30
TOP_CHNL_TOT_PMNT_RAT_M1_avg
0.30
ARPU_12_avg
0.30
PMNT_AMT_M1_sum
0.30
BILL_USAGE_CHRGS_M5_avg
0.30
Associations
[Only including dataset "DataFrame"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
high_risk_flag
MISSING:
---
TOP CATEGORIES
high_risk_flag
0
5,067
51%
1
4,933
49%
ALL
10,000
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
high_risk_flag
PROVIDES INFORMATION ON...
CST_SEG_TP_mode
1.00
CST_VAL_SEG_mode
0.38
CST_CORP_SEG_mode
0.37
PMNT_TOP_CHNL_M1_mode
0.30
CST_PFT_ARPU_BAND_mode
0.28
CST_PFT_ARPU_SEG_mode
0.24

THESE FEATURES
GIVE INFORMATION
ON high_risk_flag:
CST_PFT_ARPU_SEG_mode
0.72
PMNT_TOP_CHNL_M1_mode
0.67
CST_PFT_ARPU_BAND_mode
0.67
CST_VAL_SEG_mode
0.48
CST_CORP_SEG_mode
0.47
CST_SEG_TP_mode
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
high_risk_flag
CORRELATION RATIO WITH...
risk_probability
0.86
CST_BAD_DEBT_AMT
0.32
ARPU_12_sum
0.32
ACTV_90_DYS_avg
0.31
OS_TO_PMNT_RATIO_norm
0.31
ACTV_60_DYS_norm
0.31
BILL_AMT_M1_avg
0.30
BILL_OUTSTANDING_M3_sum
0.30
ARPU_6_sum
0.30
ACTV_30_DYS_norm
0.30
TOP_CHNL_TOT_PMNT_RAT_M1_avg
0.30
ARPU_12_avg
0.30
PMNT_AMT_M1_sum
0.30
BILL_USAGE_CHRGS_M5_avg
0.30
party_id
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ARPU_1_avg
-0.03
PMNT_CNT_M1_max
-0.02
ARPU_3_sum
0.02
BILL_RENTALS_M3_avg
-0.02
MNP_PORT_OUT_0_norm
-0.02
PORTIN_Y_FLG_count
0.02
BILL_RENTALS_M2_avg
0.02
OS_TO_PMNT_RATIO_norm
-0.02
CST_CAT_FLG_EP_norm
-0.01
BILL_USAGE_CHRGS_M5_avg
-0.01
PORTIN_Other_FLG_norm
0.01
PORTOUT_N_FLG_norm
0.01
BILL_USAGE_CHRGS_M1_avg
-0.01
FNP_portin_count
0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.04
CST_PFT_ARPU_BAND_mode
0.03
PMNT_TOP_CHNL_M1_mode
0.02
CST_CORP_SEG_mode
0.02
CST_VAL_SEG_mode
0.01
high_risk_flag
0.00
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
0
1
<0.1%
6670
1
<0.1%
6663
1
<0.1%
6664
1
<0.1%
6665
1
<0.1%
6666
1
<0.1%
6667
1
<0.1%
6668
1
<0.1%
6669
1
<0.1%
6671
1
<0.1%
6661
1
<0.1%
6672
1
<0.1%
6673
1
<0.1%
6674
1
<0.1%
6675
1
<0.1%
SMALLEST VALUES
0
1
<0.1%
1
1
<0.1%
2
1
<0.1%
3
1
<0.1%
4
1
<0.1%
5
1
<0.1%
6
1
<0.1%
7
1
<0.1%
8
1
<0.1%
9
1
<0.1%
10
1
<0.1%
11
1
<0.1%
12
1
<0.1%
13
1
<0.1%
14
1
<0.1%
LARGEST VALUES
9999
1
<0.1%
9998
1
<0.1%
9997
1
<0.1%
9996
1
<0.1%
9995
1
<0.1%
9994
1
<0.1%
9993
1
<0.1%
9992
1
<0.1%
9991
1
<0.1%
9990
1
<0.1%
9989
1
<0.1%
9988
1
<0.1%
9987
1
<0.1%
9986
1
<0.1%
9985
1
<0.1%
risk_probability
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
CST_BAD_DEBT_AMT
0.36
ACTV_90_DYS_avg
0.36
ARPU_12_sum
0.36
ARPU_6_sum
0.36
PMNT_AMT_M1_sum
0.35
TOP_CHNL_TOT_PMNT_RAT_M1_avg
0.35
BILL_OUTSTANDING_M6_avg
0.35
ACTV_60_DYS_norm
0.35
ARPU_12_avg
0.35
BILL_AMT_M1_avg
0.35
CST_CAT_FLG_EP_norm
0.35
ARPU_1_avg
0.35
OS_TO_PMNT_RATIO_norm
0.35
PMNT_CNT_M1_avg
0.35

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.91
CST_PFT_ARPU_BAND_mode
0.89
PMNT_TOP_CHNL_M1_mode
0.89
high_risk_flag
0.86
CST_VAL_SEG_mode
0.80
CST_CORP_SEG_mode
0.80
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
0.3417554155955327
1
<0.1%
0.5943364626988817
1
<0.1%
0.15989625753754177
1
<0.1%
0.2719887746910752
1
<0.1%
0.8790168633002109
1
<0.1%
0.6118901721242489
1
<0.1%
0.7421895345028277
1
<0.1%
0.8109359083584378
1
<0.1%
0.01104354288728504
1
<0.1%
0.34350668187705824
1
<0.1%
0.6872667510552665
1
<0.1%
0.40623302590444643
1
<0.1%
0.6758771872046441
1
<0.1%
0.22500880889799169
1
<0.1%
0.5650930238875609
1
<0.1%
SMALLEST VALUES
0.00014702975661506912
1
<0.1%
0.0004790583288182271
1
<0.1%
0.0005487379677537874
1
<0.1%
0.0006219622228620381
1
<0.1%
0.0008198981473777067
1
<0.1%
0.0009293491065078818
1
<0.1%
0.001046643670486458
1
<0.1%
0.0010860430760534223
1
<0.1%
0.0011059080119506515
1
<0.1%
0.0011770110561825087
1
<0.1%
0.0012420078489651099
1
<0.1%
0.001398034476168597
1
<0.1%
0.0014322706891385373
1
<0.1%
0.0014604965615244714
1
<0.1%
0.0015453732367249895
1
<0.1%
LARGEST VALUES
0.9999265954614762
1
<0.1%
0.9998328065526041
1
<0.1%
0.9998306608864295
1
<0.1%
0.9997542836568494
1
<0.1%
0.9997437397518578
1
<0.1%
0.9997388314635968
1
<0.1%
0.9996847964561143
1
<0.1%
0.9996835323932766
1
<0.1%
0.9995563909217529
1
<0.1%
0.9994484680751238
1
<0.1%
0.999435418891677
1
<0.1%
0.9993306436731504
1
<0.1%
0.9992502279514923
1
<0.1%
0.9990719477347694
1
<0.1%
0.9990123671037687
1
<0.1%
BILL_OUTSTANDING_M1_avg
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.35
BILL_RENTALS_M4_avg
0.14
BAR_FLG_Y_norm
0.13
PMNT_CNT_M1_avg
0.13
BILL_RENTALS_M2_avg
0.13
BILL_USAGE_CHRGS_M1_avg
0.13
BILL_USAGE_CHRGS_M6_avg
0.13
PMNT_CNT_M1_max
0.13
BILL_USAGE_CHRGS_M4_avg
0.12
BILL_AMT_M1_avg
0.12
ACTV_90_DYS_norm
0.12
CST_BAD_DEBT_AMT
0.12
BAR_FLG_M6_N_norm
0.12
BILL_OUTSTANDING_M1_sum
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.31
CST_PFT_ARPU_BAND_mode
0.30
PMNT_TOP_CHNL_M1_mode
0.30
high_risk_flag
0.29
CST_CORP_SEG_mode
0.27
CST_VAL_SEG_mode
0.27
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
787.9264653109097
1
<0.1%
-5357.176248061006
1
<0.1%
6694.69022505253
1
<0.1%
3924.1159422414935
1
<0.1%
9955.791592209456
1
<0.1%
-962.8270844847581
1
<0.1%
-1416.8798695957769
1
<0.1%
951.1908131779478
1
<0.1%
1061.7289012440278
1
<0.1%
3479.2846062157564
1
<0.1%
10808.922549817471
1
<0.1%
904.472393474926
1
<0.1%
3703.1393642120215
1
<0.1%
6909.55600300428
1
<0.1%
2815.9634787549157
1
<0.1%
SMALLEST VALUES
-13897.431416221101
1
<0.1%
-13219.158676052635
1
<0.1%
-11538.748373086855
1
<0.1%
-11439.064134083983
1
<0.1%
-11434.70167624638
1
<0.1%
-11422.673307076073
1
<0.1%
-11077.888489003873
1
<0.1%
-11063.679980856743
1
<0.1%
-10927.177462228497
1
<0.1%
-10818.787010143678
1
<0.1%
-10566.556047870446
1
<0.1%
-10500.75318296825
1
<0.1%
-10455.787533461782
1
<0.1%
-10442.227602661522
1
<0.1%
-10435.326856123445
1
<0.1%
LARGEST VALUES
18224.475982808966
1
<0.1%
17187.772023154925
1
<0.1%
16878.199048742914
1
<0.1%
16781.93167791681
1
<0.1%
16724.174323488543
1
<0.1%
16479.443585163644
1
<0.1%
15958.701147671542
1
<0.1%
15894.876604496301
1
<0.1%
15436.260053754188
1
<0.1%
15365.042348933874
1
<0.1%
15311.257226752663
1
<0.1%
15257.154006769802
1
<0.1%
15253.14483546134
1
<0.1%
15027.019963160437
1
<0.1%
14932.95641888499
1
<0.1%
BILL_AMT_M1_avg
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.35
PMNT_CNT_M1_max
0.14
VO_MOB_MOU_ONNT_M1
0.14
BILL_USAGE_CHRGS_M6_avg
0.14
BAR_FLG_Y_norm
0.14
BAR_FLG_M6_Y_norm
0.14
BILL_USAGE_CHRGS_M4_avg
0.13
ARPU_3_sum
0.13
BILL_RENTALS_M2_avg
0.13
PMNT_AMT_M1_sum
0.13
PMNT_CHNL_CNT_M1_max
0.13
ARPU_6_sum
0.13
PORTIN_N_FLG_count
0.13
BILL_OUTSTANDING_M6_avg
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.32
CST_PFT_ARPU_BAND_mode
0.31
PMNT_TOP_CHNL_M1_mode
0.31
high_risk_flag
0.30
CST_CORP_SEG_mode
0.28
CST_VAL_SEG_mode
0.28
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
6202.675482332937
1
<0.1%
4688.589565353491
1
<0.1%
-2883.021837468086
1
<0.1%
2640.111854697473
1
<0.1%
6843.161454172492
1
<0.1%
3729.216970896077
1
<0.1%
-1570.646565781233
1
<0.1%
3133.387267307765
1
<0.1%
-2096.106125163161
1
<0.1%
1755.1649350009723
1
<0.1%
-950.4840314263307
1
<0.1%
-278.9522212029678
1
<0.1%
2529.5110390147456
1
<0.1%
807.2993879308506
1
<0.1%
1391.4942595684606
1
<0.1%
SMALLEST VALUES
-10616.497501782269
1
<0.1%
-10169.611141594547
1
<0.1%
-9930.275125092827
1
<0.1%
-9458.970529350201
1
<0.1%
-9251.986425558613
1
<0.1%
-9065.245670132776
1
<0.1%
-9011.284515427738
1
<0.1%
-9007.170311014821
1
<0.1%
-8669.078611686053
1
<0.1%
-8649.164996259318
1
<0.1%
-8636.056625589787
1
<0.1%
-8475.913863993259
1
<0.1%
-8377.552243430984
1
<0.1%
-8292.044066429253
1
<0.1%
-8285.32783690287
1
<0.1%
LARGEST VALUES
13917.44014993374
1
<0.1%
13758.529394027704
1
<0.1%
13374.776290090582
1
<0.1%
13362.37510578374
1
<0.1%
13159.037301270268
1
<0.1%
12938.8424002335
1
<0.1%
12919.613217672073
1
<0.1%
12804.830725649246
1
<0.1%
12735.417392550244
1
<0.1%
12684.753629092806
1
<0.1%
12662.122746715271
1
<0.1%
12658.624717073888
1
<0.1%
12397.307342660226
1
<0.1%
12276.545603891802
1
<0.1%
12268.047544633688
1
<0.1%
BILL_RENTALS_M1_avg
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.34
BILL_OUTSTANDING_M3_sum
0.14
CC_CARD_FLG_count
0.14
ARPU_6_sum
0.14
ACTV_90_DYS_norm
0.13
ARPU_1_avg
0.13
PORTOUT_N_FLG_count
0.13
PMNT_CNT_M1_max
0.13
ACTV_60_DYS_norm
0.13
BILL_RENTALS_M2_avg
0.13
ARPU_12_sum
0.13
CST_BILL_AMT_M1
0.12
TOP_CHNL_TOT_PMNT_RAT_M1_avg
0.12
BILL_RENTALS_M5_avg
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.31
CST_PFT_ARPU_BAND_mode
0.30
PMNT_TOP_CHNL_M1_mode
0.29
high_risk_flag
0.29
CST_VAL_SEG_mode
0.27
CST_CORP_SEG_mode
0.26
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
-138.4924237067902
1
<0.1%
978.1059146053577
1
<0.1%
-895.5316833662501
1
<0.1%
-127.16425553428132
1
<0.1%
85.53374283892597
1
<0.1%
1439.8279782483842
1
<0.1%
1559.612706927897
1
<0.1%
-523.8457993030848
1
<0.1%
-768.9754255223443
1
<0.1%
155.41209768046863
1
<0.1%
1260.4934628318426
1
<0.1%
1571.3087810970903
1
<0.1%
330.3356326767037
1
<0.1%
72.85396851645343
1
<0.1%
-59.693574692832165
1
<0.1%
SMALLEST VALUES
-1750.6703819667773
1
<0.1%
-1687.0919881336345
1
<0.1%
-1654.9056514988554
1
<0.1%
-1629.5136719164616
1
<0.1%
-1522.37458287968
1
<0.1%
-1483.0898928033535
1
<0.1%
-1420.422829218692
1
<0.1%
-1408.6137265300774
1
<0.1%
-1389.8893034763682
1
<0.1%
-1379.1708173094032
1
<0.1%
-1377.5423193301433
1
<0.1%
-1346.449995992748
1
<0.1%
-1344.73957265386
1
<0.1%
-1340.5178848606602
1
<0.1%
-1334.6976198976904
1
<0.1%
LARGEST VALUES
2853.889880733284
1
<0.1%
2820.846491132634
1
<0.1%
2353.3797645645195
1
<0.1%
2305.5525357517786
1
<0.1%
2263.7830710160824
1
<0.1%
2237.6428976327343
1
<0.1%
2206.2108160877287
1
<0.1%
2196.126333403284
1
<0.1%
2192.1072572353005
1
<0.1%
2182.8086405023814
1
<0.1%
2177.585741335748
1
<0.1%
2158.869194385637
1
<0.1%
2156.570618925558
1
<0.1%
2153.071609812882
1
<0.1%
2123.209103528035
1
<0.1%
BILL_RENTALS_M2_avg
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.35
ARPU_12_sum
0.15
ACTV_60_DYS_norm
0.14
PMNT_CNT_M1_avg
0.14
BILL_USAGE_CHRGS_M4_avg
0.13
BILL_AMT_M1_avg
0.13
PORTIN_N_FLG_count
0.13
ACTV_90_DYS_avg
0.13
BILL_OUTSTANDING_M6_avg
0.13
OS_TO_PMNT_RATIO_norm
0.13
BILL_USAGE_CHRGS_M3_avg
0.13
ARPU_12_avg
0.13
BILL_OUTSTANDING_M1_avg
0.13
PORTOUT_N_FLG_count
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.31
CST_PFT_ARPU_BAND_mode
0.31
PMNT_TOP_CHNL_M1_mode
0.30
high_risk_flag
0.30
CST_VAL_SEG_mode
0.29
CST_CORP_SEG_mode
0.27
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
-814.0941895903277
1
<0.1%
-416.8175660382367
1
<0.1%
-207.11376319557
1
<0.1%
-635.7082114234873
1
<0.1%
1088.671278069255
1
<0.1%
2197.72290421181
1
<0.1%
1981.519293133586
1
<0.1%
423.5581966465883
1
<0.1%
1355.7148856438494
1
<0.1%
-2142.9572626076833
1
<0.1%
2381.9564210309813
1
<0.1%
-290.11184927814327
1
<0.1%
1259.864959709436
1
<0.1%
1332.3973094062928
1
<0.1%
-369.93925944780784
1
<0.1%
SMALLEST VALUES
-4247.799337418126
1
<0.1%
-4163.681483532863
1
<0.1%
-3844.8126282193284
1
<0.1%
-3799.6106733314036
1
<0.1%
-3793.8178362151907
1
<0.1%
-3658.2065174369454
1
<0.1%
-3566.2577375855385
1
<0.1%
-3565.3297105612473
1
<0.1%
-3542.868864068419
1
<0.1%
-3365.8078238261646
1
<0.1%
-3365.644375496806
1
<0.1%
-3343.8793646010718
1
<0.1%
-3340.9184680305398
1
<0.1%
-3338.82141982894
1
<0.1%
-3331.977759356776
1
<0.1%
LARGEST VALUES
6078.6155295631215
1
<0.1%
5954.632509729323
1
<0.1%
5658.412644724145
1
<0.1%
5656.206432206145
1
<0.1%
5583.587557654216
1
<0.1%
5531.541661145577
1
<0.1%
5516.440223274542
1
<0.1%
5478.597302186469
1
<0.1%
5420.645392280302
1
<0.1%
5398.841010672552
1
<0.1%
5371.6517958271925
1
<0.1%
5320.548646308196
1
<0.1%
5278.740666052656
1
<0.1%
5248.841614871438
1
<0.1%
5246.705245678942
1
<0.1%
BILL_RENTALS_M3_avg
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.34
BILL_USAGE_CHRGS_M6_avg
0.14
BILL_USAGE_CHRGS_M4_avg
0.13
BILL_OUTSTANDING_M3_sum
0.13
ARPU_12_avg
0.13
BILL_OUTSTANDING_M6_avg
0.13
ARPU_3_avg
0.13
ARPU_12_sum
0.13
CST_CAT_FLG_NP_norm
0.13
BILL_RENTALS_M5_avg
0.13
PMNT_CNT_M1_max
0.13
PORTOUT_N_FLG_norm
0.13
BILL_USAGE_CHRGS_M5_avg
0.13
OS_TO_PMNT_RATIO_norm
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.31
PMNT_TOP_CHNL_M1_mode
0.30
CST_PFT_ARPU_BAND_mode
0.30
high_risk_flag
0.29
CST_CORP_SEG_mode
0.28
CST_VAL_SEG_mode
0.27
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
748.6132930230614
1
<0.1%
3403.0494582049264
1
<0.1%
528.6607643206215
1
<0.1%
738.172593234817
1
<0.1%
1535.440596454013
1
<0.1%
397.2445700467723
1
<0.1%
3970.3037118388893
1
<0.1%
1700.2348159415035
1
<0.1%
1160.7948674264276
1
<0.1%
-777.1557289830964
1
<0.1%
-458.6007753251744
1
<0.1%
1242.1962779383725
1
<0.1%
486.93168303819033
1
<0.1%
-601.5671836467608
1
<0.1%
2381.3837522832328
1
<0.1%
SMALLEST VALUES
-3862.507520085977
1
<0.1%
-3774.793232109956
1
<0.1%
-3773.0666927713814
1
<0.1%
-3679.873002834084
1
<0.1%
-3629.502403138166
1
<0.1%
-3578.6770980481874
1
<0.1%
-3456.627406534583
1
<0.1%
-3435.059904772979
1
<0.1%
-3403.2972251722
1
<0.1%
-3366.4304765808433
1
<0.1%
-3301.612119309991
1
<0.1%
-3294.0435904377096
1
<0.1%
-3274.096424035229
1
<0.1%
-3258.853587265085
1
<0.1%
-3250.936683209875
1
<0.1%
LARGEST VALUES
5433.880235378871
1
<0.1%
5287.234851947209
1
<0.1%
5276.6536383955345
1
<0.1%
5220.097459377263
1
<0.1%
5159.2227315320415
1
<0.1%
5157.742409600309
1
<0.1%
5154.292404289382
1
<0.1%
5147.90698985692
1
<0.1%
5135.703411515187
1
<0.1%
5090.538248456097
1
<0.1%
5074.2357509432195
1
<0.1%
5007.205619803587
1
<0.1%
4977.200634540628
1
<0.1%
4974.4026064433765
1
<0.1%
4894.427332232593
1
<0.1%
BILL_RENTALS_M4_avg
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.35
PORTOUT_N_FLG_norm
0.14
BILL_OUTSTANDING_M3_sum
0.14
BILL_OUTSTANDING_M1_avg
0.14
CST_BILL_AMT_M1
0.14
CST_CAT_FLG_NP_norm
0.13
ARPU_12_sum
0.13
PORTIN_N_FLG_norm
0.13
ACTV_30_DYS_avg
0.13
VO_MOB_MOU_FREE_M1
0.13
BILL_RENTALS_M5_avg
0.13
ACTV_90_DYS_avg
0.13
ACTV_60_DYS_norm
0.13
BILL_OUTSTANDING_M1_sum
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.32
CST_PFT_ARPU_BAND_mode
0.31
PMNT_TOP_CHNL_M1_mode
0.31
high_risk_flag
0.30
CST_VAL_SEG_mode
0.29
CST_CORP_SEG_mode
0.28
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
33.99168547575802
1
<0.1%
154.2983836612716
1
<0.1%
251.87226040012197
1
<0.1%
50.138785066964545
1
<0.1%
495.80208339849105
1
<0.1%
495.2961552572241
1
<0.1%
600.8903690375103
1
<0.1%
205.53524594396288
1
<0.1%
427.2668224381146
1
<0.1%
361.2747593785027
1
<0.1%
668.3878128655831
1
<0.1%
741.0844804936075
1
<0.1%
261.4743542220328
1
<0.1%
317.0696625826077
1
<0.1%
-96.31401106160773
1
<0.1%
SMALLEST VALUES
-1123.0355806040754
1
<0.1%
-1030.8427830532303
1
<0.1%
-951.793721586586
1
<0.1%
-947.9914988207181
1
<0.1%
-921.3753796581029
1
<0.1%
-899.3950247279425
1
<0.1%
-898.925050659677
1
<0.1%
-893.3242431937078
1
<0.1%
-888.8538357716637
1
<0.1%
-858.2569225242028
1
<0.1%
-854.8340371317671
1
<0.1%
-852.5536329361838
1
<0.1%
-832.3002022148314
1
<0.1%
-831.7938658454018
1
<0.1%
-829.4313674503535
1
<0.1%
LARGEST VALUES
1514.501437047362
1
<0.1%
1369.9941458285714
1
<0.1%
1365.4923626718373
1
<0.1%
1288.2282012306962
1
<0.1%
1285.8004356458177
1
<0.1%
1283.856625130723
1
<0.1%
1274.102484164851
1
<0.1%
1256.613527197172
1
<0.1%
1255.5630985816751
1
<0.1%
1247.9094549375266
1
<0.1%
1247.253301833373
1
<0.1%
1235.4452193607858
1
<0.1%
1228.849228643976
1
<0.1%
1222.4158187505625
1
<0.1%
1217.6450504707118
1
<0.1%
BILL_RENTALS_M5_avg
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.34
PORTOUT_N_FLG_norm
0.13
TOP_CHNL_TOT_PMNT_RAT_M1_avg
0.13
CST_CAT_FLG_EP_norm
0.13
CST_BAD_DEBT_AMT
0.13
BILL_RENTALS_M4_avg
0.13
BILL_USAGE_CHRGS_M3_avg
0.13
PORTIN_N_FLG_count
0.13
BILL_USAGE_CHRGS_M6_avg
0.13
BILL_RENTALS_M3_avg
0.13
CST_BAD_DEBT_RATIO
0.13
VO_MOB_MOU_ONNT_M1
0.12
VO_MOB_MOU_OFFNT_M1
0.12
BILL_RENTALS_M1_avg
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
PMNT_TOP_CHNL_M1_mode
0.31
CST_PFT_ARPU_BAND_mode
0.31
CST_PFT_ARPU_SEG_mode
0.31
high_risk_flag
0.29
CST_VAL_SEG_mode
0.28
CST_CORP_SEG_mode
0.27
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
-132.88732107280572
1
<0.1%
632.0810112123219
1
<0.1%
304.9259976395951
1
<0.1%
-53.98299114174329
1
<0.1%
488.05693356263913
1
<0.1%
563.4409113252092
1
<0.1%
176.7181237005866
1
<0.1%
-184.08647888253324
1
<0.1%
2.9076506747180466
1
<0.1%
-300.45202473273184
1
<0.1%
-191.00786152688406
1
<0.1%
2.892969157942593
1
<0.1%
200.2928955120137
1
<0.1%
320.27932074318636
1
<0.1%
-178.8912142944651
1
<0.1%
SMALLEST VALUES
-931.5149913421204
1
<0.1%
-924.4550089732047
1
<0.1%
-908.6343855192645
1
<0.1%
-903.5682624041963
1
<0.1%
-895.8739581067434
1
<0.1%
-876.0413575383225
1
<0.1%
-869.4536130728848
1
<0.1%
-868.9642606080632
1
<0.1%
-780.9418354638331
1
<0.1%
-774.7971231403646
1
<0.1%
-761.8653385380771
1
<0.1%
-750.9262697594229
1
<0.1%
-736.8834593084346
1
<0.1%
-734.6015652918528
1
<0.1%
-705.4663580388985
1
<0.1%
LARGEST VALUES
1447.2964455124586
1
<0.1%
1328.1921509306121
1
<0.1%
1194.1594222495619
1
<0.1%
1193.904541093781
1
<0.1%
1165.6331638070167
1
<0.1%
1151.0318686889555
1
<0.1%
1116.8566887190286
1
<0.1%
1109.9991408861006
1
<0.1%
1106.1400776840962
1
<0.1%
1094.6229812699075
1
<0.1%
1093.005888323461
1
<0.1%
1072.1816595410037
1
<0.1%
1065.722676886529
1
<0.1%
1063.998705043858
1
<0.1%
1062.3872344346341
1
<0.1%
BILL_RENTALS_M6_avg
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.34
BILL_OUTSTANDING_M1_sum
0.14
BILL_OUTSTANDING_M6_avg
0.13
PMNT_CNT_M1_max
0.13
ARPU_6_sum
0.13
TOP_CHNL_TOT_PMNT_RAT_M1_avg
0.13
OS_TO_PMNT_RATIO_norm
0.13
BILL_USAGE_CHRGS_M3_avg
0.13
CST_CAT_FLG_EP_norm
0.13
BILL_USAGE_CHRGS_M5_avg
0.12
BILL_OUTSTANDING_M3_avg
0.12
ACTV_60_DYS_norm
0.12
BILL_USAGE_CHRGS_M4_avg
0.12
ACTV_90_DYS_norm
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.31
PMNT_TOP_CHNL_M1_mode
0.31
CST_PFT_ARPU_BAND_mode
0.30
high_risk_flag
0.29
CST_CORP_SEG_mode
0.28
CST_VAL_SEG_mode
0.28
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
128.41527696008094
1
<0.1%
-98.06246126897946
1
<0.1%
280.43466879581297
1
<0.1%
165.49132729383774
1
<0.1%
498.0394019041795
1
<0.1%
33.64941329780113
1
<0.1%
523.5577412488125
1
<0.1%
-88.37583057463192
1
<0.1%
53.78934511411879
1
<0.1%
139.6246881707331
1
<0.1%
191.49556295044644
1
<0.1%
130.84361608659032
1
<0.1%
-399.6535082421311
1
<0.1%
330.7851239875643
1
<0.1%
275.51091327115455
1
<0.1%
SMALLEST VALUES
-1050.9796295788924
1
<0.1%
-1039.2068470788352
1
<0.1%
-1008.3736055326787
1
<0.1%
-973.622479325429
1
<0.1%
-958.4152408397438
1
<0.1%
-933.077119552836
1
<0.1%
-908.0320805253855
1
<0.1%
-907.1378796675939
1
<0.1%
-874.042752927858
1
<0.1%
-869.7359206970879
1
<0.1%
-851.834929140965
1
<0.1%
-844.5306518787912
1
<0.1%
-822.8123357710558
1
<0.1%
-813.7608378973049
1
<0.1%
-799.9899525244729
1
<0.1%
LARGEST VALUES
1444.5773802682704
1
<0.1%
1409.3847120138917
1
<0.1%
1396.2958763914457
1
<0.1%
1323.437996031975
1
<0.1%
1298.0443303094073
1
<0.1%
1288.5846731374113
1
<0.1%
1280.2432438991239
1
<0.1%
1271.4332381510023
1
<0.1%
1257.8075779856485
1
<0.1%
1247.0965991939465
1
<0.1%
1246.2057717723055
1
<0.1%
1239.8683980748729
1
<0.1%
1225.0955094158892
1
<0.1%
1194.5138671463415
1
<0.1%
1192.6616553432175
1
<0.1%
BILL_USAGE_CHRGS_M1_avg
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.33
ARPU_1_avg
0.13
VO_MOB_MOU_FREE_M1
0.13
BILL_OUTSTANDING_M6_avg
0.13
BAR_FLG_Y_norm
0.13
BILL_OUTSTANDING_M1_avg
0.13
BILL_USAGE_CHRGS_M2_avg
0.13
CST_BILL_AMT_M1
0.12
BILL_RENTALS_M1_avg
0.12
OS_TO_PMNT_RATIO_norm
0.12
ACTV_60_DYS_norm
0.12
BILL_RENTALS_M5_avg
0.12
CST_BAD_DEBT_RATIO
0.12
PMNT_CNT_M1_max
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.30
PMNT_TOP_CHNL_M1_mode
0.29
CST_PFT_ARPU_BAND_mode
0.29
high_risk_flag
0.29
CST_CORP_SEG_mode
0.27
CST_VAL_SEG_mode
0.26
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
0.003972042344307505
1
<0.1%
0.0103482192706822
1
<0.1%
0.011261049693113994
1
<0.1%
0.0028996098562496836
1
<0.1%
-0.0012154822467902893
1
<0.1%
0.014628184745435143
1
<0.1%
-0.021027761429849072
1
<0.1%
0.02121787623280837
1
<0.1%
0.020088175558712052
1
<0.1%
0.01129671744946464
1
<0.1%
0.01685113979835003
1
<0.1%
0.00018801666557184405
1
<0.1%
0.034712933210630036
1
<0.1%
-0.00021398373126571001
1
<0.1%
0.030425944201191532
1
<0.1%
SMALLEST VALUES
-0.06262402162122958
1
<0.1%
-0.061109273684284496
1
<0.1%
-0.052356265989010824
1
<0.1%
-0.04901844085964008
1
<0.1%
-0.04859513774014567
1
<0.1%
-0.0484460373821859
1
<0.1%
-0.044206306225352335
1
<0.1%
-0.04377135206196591
1
<0.1%
-0.04354848578064722
1
<0.1%
-0.04345308218746457
1
<0.1%
-0.04237011138567828
1
<0.1%
-0.0421726037793783
1
<0.1%
-0.041825650095226354
1
<0.1%
-0.0409358598080911
1
<0.1%
-0.04078098844204426
1
<0.1%
LARGEST VALUES
0.0721899629637248
1
<0.1%
0.07140955303853767
1
<0.1%
0.06765240980704139
1
<0.1%
0.06653248695814469
1
<0.1%
0.0654342468025617
1
<0.1%
0.06468651420309683
1
<0.1%
0.06394711822739041
1
<0.1%
0.06388890252530974
1
<0.1%
0.06306517692064677
1
<0.1%
0.06255948422178281
1
<0.1%
0.061927882256154254
1
<0.1%
0.061876298906734635
1
<0.1%
0.06174049261214076
1
<0.1%
0.061734872354173076
1
<0.1%
0.059998337434011326
1
<0.1%
BILL_USAGE_CHRGS_M2_avg
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.34
ARPU_6_sum
0.14
BAR_FLG_Y_norm
0.14
ARPU_6_avg
0.13
ARPU_12_avg
0.13
ARPU_12_sum
0.13
CST_BAD_DEBT_RATIO
0.13
BILL_AMT_M1_avg
0.13
VO_MOB_MOU_OFFNT_M1
0.13
BILL_OUTSTANDING_M3_sum
0.13
BILL_USAGE_CHRGS_M1_avg
0.13
ACTV_60_DYS_avg
0.12
PMNT_CNT_M1_avg
0.12
TOP_CHNL_TOT_PMNT_RAT_M1_avg
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.31
PMNT_TOP_CHNL_M1_mode
0.31
CST_PFT_ARPU_BAND_mode
0.30
high_risk_flag
0.29
CST_VAL_SEG_mode
0.28
CST_CORP_SEG_mode
0.27
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
-0.016456635236254038
1
<0.1%
-0.2882081091090303
1
<0.1%
0.06484099612602096
1
<0.1%
0.13399965876204498
1
<0.1%
-0.3864196501645717
1
<0.1%
0.1630035924303351
1
<0.1%
0.09304925439944484
1
<0.1%
0.10264307916907632
1
<0.1%
-0.17654609228237086
1
<0.1%
0.03922532876581784
1
<0.1%
-0.0807536272965668
1
<0.1%
0.1261023335029354
1
<0.1%
-0.07786173838463047
1
<0.1%
-0.12093385907612497
1
<0.1%
-0.06775212014897351
1
<0.1%
SMALLEST VALUES
-0.5749424974848772
1
<0.1%
-0.5094796193464247
1
<0.1%
-0.4762935725800028
1
<0.1%
-0.4639299572259324
1
<0.1%
-0.458756673487743
1
<0.1%
-0.45350664323405293
1
<0.1%
-0.44350721924097203
1
<0.1%
-0.4400048416593723
1
<0.1%
-0.43572864269571454
1
<0.1%
-0.41608485250505556
1
<0.1%
-0.4158656318960107
1
<0.1%
-0.403230554499312
1
<0.1%
-0.4009372752986951
1
<0.1%
-0.4007303687713603
1
<0.1%
-0.3993902244433808
1
<0.1%
LARGEST VALUES
0.7431526724874845
1
<0.1%
0.7206323927783717
1
<0.1%
0.7203611988765647
1
<0.1%
0.7014335460377841
1
<0.1%
0.6973252904351592
1
<0.1%
0.6918935180347096
1
<0.1%
0.6792149645654466
1
<0.1%
0.6539031369533405
1
<0.1%
0.6534486889220346
1
<0.1%
0.6437412059505241
1
<0.1%
0.6357731432189452
1
<0.1%
0.631324419262327
1
<0.1%
0.627733273270028
1
<0.1%
0.6225509647436571
1
<0.1%
0.6190253817827237
1
<0.1%
BILL_USAGE_CHRGS_M3_avg
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.33
PMNT_CNT_M1_avg
0.13
PMNT_CNT_M1_max
0.13
BAR_FLG_Y_norm
0.13
CST_BAD_DEBT_AMT
0.13
CST_CAT_FLG_EP_norm
0.13
BILL_RENTALS_M5_avg
0.13
BILL_USAGE_CHRGS_M5_avg
0.13
BILL_RENTALS_M2_avg
0.13
BILL_RENTALS_M6_avg
0.13
BILL_OUTSTANDING_M3_sum
0.13
PORTOUT_N_FLG_norm
0.12
ACTV_60_DYS_norm
0.12
BILL_AMT_M1_avg
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.30
PMNT_TOP_CHNL_M1_mode
0.30
CST_PFT_ARPU_BAND_mode
0.29
high_risk_flag
0.28
CST_VAL_SEG_mode
0.27
CST_CORP_SEG_mode
0.26
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
-0.015246627373071054
1
<0.1%
0.09961903944635192
1
<0.1%
0.16847502018181854
1
<0.1%
0.23982637134653145
1
<0.1%
0.4821683135970874
1
<0.1%
0.16247741392993245
1
<0.1%
0.14384816039508372
1
<0.1%
0.40196515393903587
1
<0.1%
-0.2010039802850539
1
<0.1%
-0.23298610362446157
1
<0.1%
0.331223112618439
1
<0.1%
0.10682528546734382
1
<0.1%
-0.025821514536644254
1
<0.1%
-0.19693657690969676
1
<0.1%
0.009764323907913508
1
<0.1%
SMALLEST VALUES
-0.47659553991609677
1
<0.1%
-0.46518464853927566
1
<0.1%
-0.4461335582564423
1
<0.1%
-0.44284807627873324
1
<0.1%
-0.43664759819509835
1
<0.1%
-0.4278991334255035
1
<0.1%
-0.42104216938255573
1
<0.1%
-0.41221218128110526
1
<0.1%
-0.40589471227894286
1
<0.1%
-0.40295475299787276
1
<0.1%
-0.40267493185934833
1
<0.1%
-0.4011440411261072
1
<0.1%
-0.39662905832093354
1
<0.1%
-0.39300106309170496
1
<0.1%
-0.38807629375277597
1
<0.1%
LARGEST VALUES
0.7697033076701674
1
<0.1%
0.7050424828335317
1
<0.1%
0.6796404761859346
1
<0.1%
0.6610359170406339
1
<0.1%
0.6549789523024349
1
<0.1%
0.6415200781330982
1
<0.1%
0.6413427363480692
1
<0.1%
0.6347786548651613
1
<0.1%
0.6321766431688608
1
<0.1%
0.6288189366285206
1
<0.1%
0.6203266714612068
1
<0.1%
0.6134414098752217
1
<0.1%
0.6114370110589883
1
<0.1%
0.6046114986349542
1
<0.1%
0.6023175230938388
1
<0.1%
BILL_USAGE_CHRGS_M4_avg
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.35
OS_TO_PMNT_RATIO_norm
0.14
PMNT_AMT_M1_sum
0.14
BILL_RENTALS_M3_avg
0.13
BILL_RENTALS_M2_avg
0.13
BILL_AMT_M1_avg
0.13
BILL_OUTSTANDING_M6_avg
0.13
PORTIN_N_FLG_count
0.13
OS_TO_PMNT_RATIO_avg
0.13
BILL_USAGE_CHRGS_M5_avg
0.13
PMNT_AMT_M1_avg
0.13
ARPU_6_sum
0.13
BILL_OUTSTANDING_M1_avg
0.12
ACTV_90_DYS_avg
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.32
PMNT_TOP_CHNL_M1_mode
0.31
CST_PFT_ARPU_BAND_mode
0.31
high_risk_flag
0.30
CST_CORP_SEG_mode
0.29
CST_VAL_SEG_mode
0.28
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
0.18663150781930896
1
<0.1%
0.2019801338669466
1
<0.1%
0.12451531682935732
1
<0.1%
-0.20132939641559003
1
<0.1%
0.060673009953014743
1
<0.1%
0.04959588270724224
1
<0.1%
0.08014903955868487
1
<0.1%
0.09872704537555796
1
<0.1%
-0.055612420451579894
1
<0.1%
0.14910928426787626
1
<0.1%
-0.21627330883969872
1
<0.1%
0.014621113618927185
1
<0.1%
0.18260681312566684
1
<0.1%
0.12131285106609654
1
<0.1%
0.16362676150795122
1
<0.1%
SMALLEST VALUES
-0.46091038334409484
1
<0.1%
-0.3772402371314356
1
<0.1%
-0.36562519046106595
1
<0.1%
-0.3626857931719571
1
<0.1%
-0.35112692149158314
1
<0.1%
-0.3432872276960595
1
<0.1%
-0.3328782123188734
1
<0.1%
-0.33037459198398406
1
<0.1%
-0.32657636124481115
1
<0.1%
-0.31976125185225934
1
<0.1%
-0.310133140544304
1
<0.1%
-0.30212965361897054
1
<0.1%
-0.3000721368370703
1
<0.1%
-0.3000422881565885
1
<0.1%
-0.2940374785864242
1
<0.1%
LARGEST VALUES
0.5276000448570898
1
<0.1%
0.4927555304553023
1
<0.1%
0.4871592597705367
1
<0.1%
0.47957838275441955
1
<0.1%
0.47573374027839294
1
<0.1%
0.4600830407950397
1
<0.1%
0.4578917212365037
1
<0.1%
0.45393168770981845
1
<0.1%
0.45153712636226173
1
<0.1%
0.44921286144921013
1
<0.1%
0.44478725453745854
1
<0.1%
0.4442096420716147
1
<0.1%
0.4439988006700049
1
<0.1%
0.4430723695446111
1
<0.1%
0.44256639476188575
1
<0.1%
BILL_USAGE_CHRGS_M5_avg
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.35
ACTV_60_DYS_avg
0.14
CST_BAD_DEBT_RATIO
0.14
ARPU_3_avg
0.14
PORTIN_N_FLG_norm
0.14
ARPU_12_sum
0.13
PORTIN_N_FLG_count
0.13
ACTV_60_DYS_norm
0.13
VO_MOB_MOU_ONNT_M1
0.13
ACTV_30_DYS_norm
0.13
BILL_USAGE_CHRGS_M4_avg
0.13
BILL_USAGE_CHRGS_M3_avg
0.13
CST_CAT_FLG_EP_norm
0.13
PMNT_CNT_M1_avg
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.32
PMNT_TOP_CHNL_M1_mode
0.31
high_risk_flag
0.30
CST_PFT_ARPU_BAND_mode
0.30
CST_CORP_SEG_mode
0.27
CST_VAL_SEG_mode
0.27
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
514.754734036894
1
<0.1%
1390.7935342867079
1
<0.1%
1976.8329837415183
1
<0.1%
-546.3828361471425
1
<0.1%
-372.0946124710463
1
<0.1%
418.23215260661203
1
<0.1%
2929.133008156953
1
<0.1%
805.7521719413328
1
<0.1%
1054.6283988620098
1
<0.1%
691.9713850402308
1
<0.1%
1068.6147658281975
1
<0.1%
1537.8128654805766
1
<0.1%
1091.6158820458845
1
<0.1%
94.78661450048523
1
<0.1%
2808.208791199261
1
<0.1%
SMALLEST VALUES
-3417.505768195317
1
<0.1%
-3243.0937932034303
1
<0.1%
-3214.1286812566636
1
<0.1%
-3072.3984724328343
1
<0.1%
-2921.838235348583
1
<0.1%
-2858.8820151509412
1
<0.1%
-2848.1040675612603
1
<0.1%
-2831.5229582404295
1
<0.1%
-2824.0006117940156
1
<0.1%
-2793.4732820250724
1
<0.1%
-2791.935579885803
1
<0.1%
-2785.718010851918
1
<0.1%
-2781.7457137076663
1
<0.1%
-2764.4070871506997
1
<0.1%
-2672.9085625505954
1
<0.1%
LARGEST VALUES
4863.9697155170325
1
<0.1%
4789.505042319934
1
<0.1%
4318.530309222414
1
<0.1%
4238.029631662033
1
<0.1%
4233.876752039189
1
<0.1%
4185.187017755216
1
<0.1%
4079.3692218616907
1
<0.1%
4065.0080914284067
1
<0.1%
4013.3309773345504
1
<0.1%
3968.8038256459226
1
<0.1%
3947.5161951657014
1
<0.1%
3937.9707567579294
1
<0.1%
3936.403434220013
1
<0.1%
3915.4729061625567
1
<0.1%
3894.968084322851
1
<0.1%
BILL_USAGE_CHRGS_M6_avg
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.34
BILL_RENTALS_M3_avg
0.14
BILL_AMT_M1_avg
0.14
ARPU_12_avg
0.13
BILL_OUTSTANDING_M3_sum
0.13
ARPU_3_avg
0.13
PORTIN_N_FLG_count
0.13
BILL_RENTALS_M5_avg
0.13
TOP_CHNL_TOT_PMNT_RAT_M1_avg
0.13
CST_BAD_DEBT_RATIO
0.13
BILL_OUTSTANDING_M1_avg
0.13
ACTV_60_DYS_avg
0.12
BILL_RENTALS_M1_avg
0.12
BILL_USAGE_CHRGS_M3_avg
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_BAND_mode
0.31
PMNT_TOP_CHNL_M1_mode
0.31
CST_PFT_ARPU_SEG_mode
0.30
high_risk_flag
0.30
CST_CORP_SEG_mode
0.28
CST_VAL_SEG_mode
0.27
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
822.7696646416673
1
<0.1%
1486.1053164089017
1
<0.1%
252.68624482754487
1
<0.1%
592.4543223237338
1
<0.1%
2781.0809648183904
1
<0.1%
2060.175669567705
1
<0.1%
-2401.141761873855
1
<0.1%
96.62077661345117
1
<0.1%
-1540.8998454689035
1
<0.1%
331.49215933421146
1
<0.1%
1997.1438251538025
1
<0.1%
-746.6150734104814
1
<0.1%
100.44280070095569
1
<0.1%
1291.0232434625266
1
<0.1%
636.2975681903896
1
<0.1%
SMALLEST VALUES
-4557.911098579552
1
<0.1%
-3496.418975390769
1
<0.1%
-3169.7875225394823
1
<0.1%
-3139.0408733783147
1
<0.1%
-3056.3522975210735
1
<0.1%
-2958.8696585129533
1
<0.1%
-2956.2449062231426
1
<0.1%
-2941.6834534931336
1
<0.1%
-2806.447242318118
1
<0.1%
-2800.624438296799
1
<0.1%
-2793.939163965765
1
<0.1%
-2785.932642469567
1
<0.1%
-2784.4519935540293
1
<0.1%
-2765.2757512256308
1
<0.1%
-2743.264366031857
1
<0.1%
LARGEST VALUES
5390.148808404433
1
<0.1%
5058.996066921596
1
<0.1%
4948.686682097849
1
<0.1%
4879.643556868371
1
<0.1%
4784.053243203515
1
<0.1%
4781.764741179593
1
<0.1%
4694.106687034061
1
<0.1%
4605.49850736979
1
<0.1%
4484.3444728254835
1
<0.1%
4349.4993590533995
1
<0.1%
4348.6034270314285
1
<0.1%
4325.414163834506
1
<0.1%
4294.376675469571
1
<0.1%
4272.324591994072
1
<0.1%
4250.845891328739
1
<0.1%
BILL_OUTSTANDING_M1_sum
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.33
BILL_RENTALS_M6_avg
0.14
ACTV_30_DYS_avg
0.14
CST_BAD_DEBT_AMT
0.13
ARPU_12_sum
0.13
ACTV_90_DYS_avg
0.13
PMNT_AMT_M1_sum
0.13
BILL_RENTALS_M4_avg
0.13
ARPU_1_sum
0.12
BILL_OUTSTANDING_M1_avg
0.12
OS_TO_PMNT_RATIO_norm
0.12
CST_CAT_FLG_NP_norm
0.12
VO_MOB_MOU_ONNT_M1
0.12
ARPU_3_avg
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_BAND_mode
0.30
CST_PFT_ARPU_SEG_mode
0.30
PMNT_TOP_CHNL_M1_mode
0.29
high_risk_flag
0.29
CST_VAL_SEG_mode
0.26
CST_CORP_SEG_mode
0.26
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
2909.5714698895713
1
<0.1%
10400.449545124104
1
<0.1%
-908.1707478746331
1
<0.1%
439.385768421113
1
<0.1%
10465.718975999302
1
<0.1%
6946.223004489453
1
<0.1%
6653.540942260767
1
<0.1%
10473.684003173114
1
<0.1%
-3625.3642229958355
1
<0.1%
4022.9188905665837
1
<0.1%
1849.5808901319901
1
<0.1%
2823.0141804280865
1
<0.1%
-2080.0290857901036
1
<0.1%
3117.885924170156
1
<0.1%
5813.896693714171
1
<0.1%
SMALLEST VALUES
-15414.232927433652
1
<0.1%
-13852.579449756784
1
<0.1%
-12957.58981767431
1
<0.1%
-12822.238543107705
1
<0.1%
-12698.115048796122
1
<0.1%
-12493.683390091115
1
<0.1%
-12378.698309098008
1
<0.1%
-12031.395630802115
1
<0.1%
-11352.613590829844
1
<0.1%
-10900.595926956626
1
<0.1%
-10724.615788340407
1
<0.1%
-10704.309003209952
1
<0.1%
-10666.023580487012
1
<0.1%
-10658.12151714524
1
<0.1%
-10625.749746788688
1
<0.1%
LARGEST VALUES
17668.747811428806
1
<0.1%
17309.040134273688
1
<0.1%
16974.842486761405
1
<0.1%
15957.536387632
1
<0.1%
15350.633646740202
1
<0.1%
15113.553848023988
1
<0.1%
15104.507626088476
1
<0.1%
15014.322133986892
1
<0.1%
14927.931593904912
1
<0.1%
14924.038917342752
1
<0.1%
14899.195933587092
1
<0.1%
14891.109269097353
1
<0.1%
14786.891581532514
1
<0.1%
14742.912592594417
1
<0.1%
14625.69007071993
1
<0.1%
BILL_OUTSTANDING_M3_avg
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.33
VO_MOB_MOU_OFFNT_M1
0.13
OS_TO_PMNT_RATIO_norm
0.13
ACTV_60_DYS_norm
0.13
BILL_RENTALS_M6_avg
0.12
PMNT_CHNL_CNT_M1_max
0.12
PMNT_CNT_M1_avg
0.12
ACTV_60_DYS_avg
0.12
TOP_CHNL_TOT_PMNT_RAT_M1_avg
0.12
ARPU_12_sum
0.12
BILL_OUTSTANDING_M3_sum
0.12
CC_CARD_FLG_count
0.12
BILL_USAGE_CHRGS_M4_avg
0.12
ACTV_90_DYS_norm
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.30
CST_PFT_ARPU_BAND_mode
0.29
PMNT_TOP_CHNL_M1_mode
0.29
high_risk_flag
0.28
CST_VAL_SEG_mode
0.27
CST_CORP_SEG_mode
0.27
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
1564.9977103406309
1
<0.1%
4339.1363195094045
1
<0.1%
-3228.312178478882
1
<0.1%
-521.3155777067864
1
<0.1%
-517.3572229325255
1
<0.1%
161.04511841526687
1
<0.1%
4699.008358631562
1
<0.1%
662.8952417169068
1
<0.1%
1097.6367226034415
1
<0.1%
4453.610326879155
1
<0.1%
-52.70545320167097
1
<0.1%
-2690.609520609838
1
<0.1%
3422.538285666447
1
<0.1%
-4807.063707624468
1
<0.1%
5321.019926073161
1
<0.1%
SMALLEST VALUES
-9118.98873727109
1
<0.1%
-8965.994639287625
1
<0.1%
-8174.866275424979
1
<0.1%
-7647.889845736957
1
<0.1%
-7417.2791222945625
1
<0.1%
-7265.1209921260825
1
<0.1%
-7212.728919069244
1
<0.1%
-7210.173285185588
1
<0.1%
-7153.859763709835
1
<0.1%
-7089.621288546696
1
<0.1%
-6726.375325806813
1
<0.1%
-6650.424190993198
1
<0.1%
-6621.594173144225
1
<0.1%
-6593.002012043131
1
<0.1%
-6523.272732104797
1
<0.1%
LARGEST VALUES
12255.915147119616
1
<0.1%
12068.861780709694
1
<0.1%
12049.58010529833
1
<0.1%
11965.129289501821
1
<0.1%
11484.193512776508
1
<0.1%
11439.640997327395
1
<0.1%
11320.474424894874
1
<0.1%
11300.504653406824
1
<0.1%
11119.647958244808
1
<0.1%
10838.785138468395
1
<0.1%
10754.8006134481
1
<0.1%
10546.476747993527
1
<0.1%
10533.54035032806
1
<0.1%
10517.550111035122
1
<0.1%
10512.37679591224
1
<0.1%
BILL_OUTSTANDING_M3_sum
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.35
BILL_RENTALS_M4_avg
0.14
BILL_RENTALS_M1_avg
0.14
BILL_RENTALS_M3_avg
0.13
BILL_USAGE_CHRGS_M6_avg
0.13
ARPU_1_avg
0.13
TOP_CHNL_TOT_PMNT_RAT_M1_avg
0.13
ARPU_12_avg
0.13
ARPU_6_sum
0.13
ACTV_60_DYS_norm
0.13
ACTV_30_DYS_avg
0.13
CST_CAT_FLG_NP_norm
0.13
CST_CAT_FLG_EP_norm
0.13
ARPU_12_sum
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.32
PMNT_TOP_CHNL_M1_mode
0.31
CST_PFT_ARPU_BAND_mode
0.31
high_risk_flag
0.30
CST_CORP_SEG_mode
0.28
CST_VAL_SEG_mode
0.28
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
4066.2112203366346
1
<0.1%
5625.364180638401
1
<0.1%
1590.575482907163
1
<0.1%
-6618.82918571178
1
<0.1%
14163.41978620182
1
<0.1%
5132.270660812493
1
<0.1%
4689.975383908775
1
<0.1%
12954.033372944748
1
<0.1%
1173.4104063636428
1
<0.1%
483.8454813762657
1
<0.1%
9507.420628743283
1
<0.1%
-1166.1487940873765
1
<0.1%
-9947.979864666366
1
<0.1%
-3391.1604698474434
1
<0.1%
717.1421042340644
1
<0.1%
SMALLEST VALUES
-18659.259349565575
1
<0.1%
-17474.827383157175
1
<0.1%
-16966.184733428832
1
<0.1%
-16548.580349204603
1
<0.1%
-16541.851743265142
1
<0.1%
-16355.640138814184
1
<0.1%
-16058.431107643306
1
<0.1%
-15809.796664374728
1
<0.1%
-15670.60066696774
1
<0.1%
-15615.321171891514
1
<0.1%
-15589.230397010448
1
<0.1%
-15427.822446960912
1
<0.1%
-15395.69667608515
1
<0.1%
-15343.150069161284
1
<0.1%
-15260.475160522465
1
<0.1%
LARGEST VALUES
24722.989418083558
1
<0.1%
24151.975460169237
1
<0.1%
23820.85678317001
1
<0.1%
23818.445884252596
1
<0.1%
23541.239320332003
1
<0.1%
22404.474347109604
1
<0.1%
22395.690104679114
1
<0.1%
22303.264850963424
1
<0.1%
22132.71738387975
1
<0.1%
21859.985683725958
1
<0.1%
21804.217829113797
1
<0.1%
21617.188530606338
1
<0.1%
21602.04213156202
1
<0.1%
21592.31862629401
1
<0.1%
21269.131868200704
1
<0.1%
BILL_OUTSTANDING_M6_avg
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.35
ACTV_90_DYS_avg
0.14
PORTIN_N_FLG_norm
0.14
PMNT_CNT_M1_max
0.13
BILL_RENTALS_M6_avg
0.13
BILL_USAGE_CHRGS_M4_avg
0.13
PMNT_AMT_M1_sum
0.13
ARPU_12_avg
0.13
BILL_RENTALS_M3_avg
0.13
OS_TO_PMNT_RATIO_norm
0.13
BILL_RENTALS_M2_avg
0.13
CST_CAT_FLG_NP_norm
0.13
CST_CAT_FLG_EP_norm
0.13
ARPU_1_sum
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.33
PMNT_TOP_CHNL_M1_mode
0.32
CST_PFT_ARPU_BAND_mode
0.32
high_risk_flag
0.30
CST_CORP_SEG_mode
0.29
CST_VAL_SEG_mode
0.28
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
2227.2805518989794
1
<0.1%
-1507.149522919756
1
<0.1%
-5035.96315204607
1
<0.1%
665.7424805927627
1
<0.1%
3964.1595518523604
1
<0.1%
2513.5525104539142
1
<0.1%
4675.01949199777
1
<0.1%
3313.960712471833
1
<0.1%
-4140.70363571801
1
<0.1%
1058.9590200788557
1
<0.1%
2037.4312123305156
1
<0.1%
-2171.0881727015935
1
<0.1%
979.1558923298375
1
<0.1%
212.85562658166347
1
<0.1%
3007.9407878803117
1
<0.1%
SMALLEST VALUES
-9373.974916808822
1
<0.1%
-8596.311936919343
1
<0.1%
-6642.861882935676
1
<0.1%
-6589.2152967077445
1
<0.1%
-6446.355041794482
1
<0.1%
-6441.300429361152
1
<0.1%
-6406.955090903131
1
<0.1%
-6391.718777260696
1
<0.1%
-6310.691153328061
1
<0.1%
-6278.818626956989
1
<0.1%
-6246.859513733248
1
<0.1%
-6181.951183090449
1
<0.1%
-6063.371412963627
1
<0.1%
-6014.328287218176
1
<0.1%
-5957.6618695126435
1
<0.1%
LARGEST VALUES
10089.273937461394
1
<0.1%
10062.975570470748
1
<0.1%
10062.691914227438
1
<0.1%
10034.083505934552
1
<0.1%
9923.234804742182
1
<0.1%
9828.817862392121
1
<0.1%
9805.442028001966
1
<0.1%
9743.109431779563
1
<0.1%
9606.706413516964
1
<0.1%
9466.67912954099
1
<0.1%
9442.82605902561
1
<0.1%
9356.999274998505
1
<0.1%
9225.325996666204
1
<0.1%
9201.439041674226
1
<0.1%
9155.308856904432
1
<0.1%
BILL_OUTSTANDING_M6_sum
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.34
VO_MOB_MOU_OFFNT_M1
0.13
ACTV_60_DYS_norm
0.13
VO_MOB_MOU_ONNT_M1
0.13
VO_MOB_MOU_FREE_M1
0.13
TOP_CHNL_TOT_PMNT_RAT_M1_avg
0.13
ARPU_12_avg
0.13
ARPU_12_sum
0.13
CST_CAT_FLG_EP_norm
0.13
ARPU_6_avg
0.13
BILL_OUTSTANDING_M6_avg
0.12
BAR_FLG_Y_norm
0.12
PORTIN_N_FLG_norm
0.12
CST_BAD_DEBT_RATIO
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.31
PMNT_TOP_CHNL_M1_mode
0.30
CST_PFT_ARPU_BAND_mode
0.30
high_risk_flag
0.30
CST_CORP_SEG_mode
0.27
CST_VAL_SEG_mode
0.27
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
-1167.2065788523364
1
<0.1%
-1752.5148633843633
1
<0.1%
-2265.612057357509
1
<0.1%
-4073.897910567777
1
<0.1%
3668.1627711954275
1
<0.1%
5297.053291633462
1
<0.1%
-5.263672031412536
1
<0.1%
3664.6137105594075
1
<0.1%
-7148.721038641565
1
<0.1%
4163.483484019354
1
<0.1%
-1111.3954249633432
1
<0.1%
-338.24635636079313
1
<0.1%
6205.403756739438
1
<0.1%
-4981.321315111726
1
<0.1%
5887.919121232325
1
<0.1%
SMALLEST VALUES
-9853.305465033805
1
<0.1%
-9647.66656025083
1
<0.1%
-9102.589576353801
1
<0.1%
-8791.673321859775
1
<0.1%
-8781.844489345947
1
<0.1%
-8657.716182742926
1
<0.1%
-8286.833568675373
1
<0.1%
-8277.939952451665
1
<0.1%
-8188.407353106935
1
<0.1%
-8111.330768782398
1
<0.1%
-8075.769773145339
1
<0.1%
-8023.916508580801
1
<0.1%
-7973.033904638198
1
<0.1%
-7857.471802092526
1
<0.1%
-7836.721644621943
1
<0.1%
LARGEST VALUES
16276.64011524928
1
<0.1%
15521.109989959516
1
<0.1%
14648.297467906968
1
<0.1%
14220.639441234318
1
<0.1%
14032.128548378529
1
<0.1%
13825.107729220927
1
<0.1%
13818.827240418283
1
<0.1%
13573.603569938523
1
<0.1%
13371.185312042404
1
<0.1%
13193.475562722142
1
<0.1%
13116.790595550838
1
<0.1%
12981.389926590493
1
<0.1%
12757.83748332841
1
<0.1%
12405.417609594851
1
<0.1%
12383.42605389555
1
<0.1%
ACTV_30_DYS_avg
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.34
BILL_OUTSTANDING_M1_sum
0.14
VO_MOB_MOU_FREE_M1
0.13
BILL_RENTALS_M4_avg
0.13
ACTV_90_DYS_norm
0.13
ARPU_12_sum
0.13
BILL_OUTSTANDING_M3_sum
0.13
VO_MOB_MOU_OFFNT_M1
0.13
PMNT_CNT_M1_avg
0.13
ACTV_90_DYS_avg
0.13
BILL_USAGE_CHRGS_M5_avg
0.13
PMNT_AMT_M1_sum
0.12
CST_CAT_FLG_NP_norm
0.12
CST_BILL_AMT_M1
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.31
PMNT_TOP_CHNL_M1_mode
0.31
CST_PFT_ARPU_BAND_mode
0.30
high_risk_flag
0.30
CST_VAL_SEG_mode
0.28
CST_CORP_SEG_mode
0.28
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
0.052233883999457664
1
<0.1%
0.6554464741089181
1
<0.1%
-0.094381786724343
1
<0.1%
0.9377742270496613
1
<0.1%
0.43983792830518
1
<0.1%
0.3435369923099872
1
<0.1%
1.6308965134275448
1
<0.1%
-0.29022170737317454
1
<0.1%
0.5955587086004721
1
<0.1%
1.528638947528138
1
<0.1%
0.06770877265924635
1
<0.1%
0.13225065278026715
1
<0.1%
1.8425331641060283
1
<0.1%
0.38091533024102214
1
<0.1%
0.4654755314514948
1
<0.1%
SMALLEST VALUES
-2.9718637487846475
1
<0.1%
-2.6140494645645225
1
<0.1%
-2.494601824456467
1
<0.1%
-2.432398370337073
1
<0.1%
-2.4165125321550853
1
<0.1%
-2.1909048782567657
1
<0.1%
-2.13954508424297
1
<0.1%
-2.124956981453405
1
<0.1%
-2.0928087173383485
1
<0.1%
-2.08603544518071
1
<0.1%
-2.064139933202043
1
<0.1%
-2.025082085508909
1
<0.1%
-2.0217686128731405
1
<0.1%
-1.9721385032456662
1
<0.1%
-1.9456918275647754
1
<0.1%
LARGEST VALUES
3.551713866432795
1
<0.1%
3.4370425347853626
1
<0.1%
3.211957974606546
1
<0.1%
3.1786676080924585
1
<0.1%
3.107913281155711
1
<0.1%
3.1012540255122003
1
<0.1%
3.0387161566222667
1
<0.1%
3.0023703794039487
1
<0.1%
2.9866050847181853
1
<0.1%
2.984775869615802
1
<0.1%
2.9808027326626663
1
<0.1%
2.9415600747991935
1
<0.1%
2.933349703528979
1
<0.1%
2.925325332843574
1
<0.1%
2.918239243487396
1
<0.1%
ACTV_60_DYS_avg
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.34
BILL_USAGE_CHRGS_M5_avg
0.14
ACTV_60_DYS_norm
0.14
ARPU_12_avg
0.13
PMNT_AMT_M1_sum
0.13
OS_TO_PMNT_RATIO_norm
0.13
ACTV_90_DYS_avg
0.13
CST_BAD_DEBT_AMT
0.13
PORTIN_N_FLG_count
0.13
BAR_FLG_N_norm
0.12
BILL_USAGE_CHRGS_M6_avg
0.12
BILL_USAGE_CHRGS_M2_avg
0.12
ARPU_12_sum
0.12
ACTV_90_DYS_norm
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
PMNT_TOP_CHNL_M1_mode
0.31
CST_PFT_ARPU_BAND_mode
0.31
CST_PFT_ARPU_SEG_mode
0.30
high_risk_flag
0.29
CST_CORP_SEG_mode
0.28
CST_VAL_SEG_mode
0.28
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
1.2587903825683777
1
<0.1%
0.006652373354597896
1
<0.1%
0.18757167810363656
1
<0.1%
-0.15888716206845416
1
<0.1%
1.6841554088783934
1
<0.1%
0.07702626237812304
1
<0.1%
1.0478230709902823
1
<0.1%
2.086113993037505
1
<0.1%
-0.4643364620745978
1
<0.1%
-0.5941206252261109
1
<0.1%
0.2771068734029955
1
<0.1%
-0.5626387943770479
1
<0.1%
-0.3901702616169873
1
<0.1%
0.026766366652332674
1
<0.1%
2.218202350600905
1
<0.1%
SMALLEST VALUES
-2.5338064503814897
1
<0.1%
-2.5046215590400176
1
<0.1%
-2.4485201862769626
1
<0.1%
-2.3725764134216663
1
<0.1%
-2.337731324774053
1
<0.1%
-2.2891363005026077
1
<0.1%
-2.281695541543791
1
<0.1%
-2.2653422773802387
1
<0.1%
-2.2627841066730636
1
<0.1%
-2.120835317409229
1
<0.1%
-2.112113654576909
1
<0.1%
-2.089205066060554
1
<0.1%
-2.0670177956208198
1
<0.1%
-2.043585528538541
1
<0.1%
-2.034475788231299
1
<0.1%
LARGEST VALUES
4.000778593645584
1
<0.1%
3.595922446483038
1
<0.1%
3.570614155563794
1
<0.1%
3.5434367062447314
1
<0.1%
3.4103517683018483
1
<0.1%
3.3852295190569395
1
<0.1%
3.256750412346007
1
<0.1%
3.2349809571320467
1
<0.1%
3.227724155471536
1
<0.1%
3.1748602268803663
1
<0.1%
3.1601245808400957
1
<0.1%
3.1408034605023207
1
<0.1%
3.116443218222672
1
<0.1%
3.0853354818051395
1
<0.1%
3.0821673090857415
1
<0.1%
ACTV_90_DYS_avg
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.36
PMNT_CNT_M1_avg
0.15
ARPU_1_avg
0.14
BILL_OUTSTANDING_M6_avg
0.14
CST_BAD_DEBT_AMT
0.14
ACTV_90_DYS_norm
0.13
BILL_RENTALS_M2_avg
0.13
PMNT_AMT_M1_avg
0.13
TOP_CHNL_TOT_PMNT_RAT_M1_avg
0.13
ACTV_30_DYS_norm
0.13
ARPU_6_sum
0.13
VO_MOB_MOU_FREE_M1
0.13
BAR_FLG_M6_Y_norm
0.13
ACTV_60_DYS_norm
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.34
PMNT_TOP_CHNL_M1_mode
0.32
CST_PFT_ARPU_BAND_mode
0.32
high_risk_flag
0.31
CST_CORP_SEG_mode
0.29
CST_VAL_SEG_mode
0.28
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
-0.851826363256744
1
<0.1%
0.6601687441305601
1
<0.1%
-0.2563416445516815
1
<0.1%
0.004231551723071991
1
<0.1%
0.15529755375777132
1
<0.1%
-0.6061334447985194
1
<0.1%
0.7429290417698279
1
<0.1%
1.6221235335364088
1
<0.1%
-0.753963242985167
1
<0.1%
-0.21129431291786915
1
<0.1%
1.099537203094091
1
<0.1%
0.15801925906940778
1
<0.1%
1.0097242949037446
1
<0.1%
-1.0532657434461412
1
<0.1%
1.0469174539121469
1
<0.1%
SMALLEST VALUES
-3.025723308536807
1
<0.1%
-2.6754034185951165
1
<0.1%
-2.625293239506677
1
<0.1%
-2.4824368332438214
1
<0.1%
-2.4300855707462823
1
<0.1%
-2.4025642439068484
1
<0.1%
-2.3731931058078812
1
<0.1%
-2.362528898541451
1
<0.1%
-2.353554439997358
1
<0.1%
-2.338757410512488
1
<0.1%
-2.334639126843932
1
<0.1%
-2.3170307996704453
1
<0.1%
-2.2983970433256777
1
<0.1%
-2.268337198619414
1
<0.1%
-2.2267242069757818
1
<0.1%
LARGEST VALUES
3.498054124198234
1
<0.1%
3.420613018139375
1
<0.1%
3.4119161848040105
1
<0.1%
3.3959590144193
1
<0.1%
3.3247731554912283
1
<0.1%
3.3093894969609
1
<0.1%
3.308927155035492
1
<0.1%
3.2498208978379735
1
<0.1%
3.196574759681018
1
<0.1%
3.175581044061197
1
<0.1%
3.1651354369467923
1
<0.1%
3.1261347062547302
1
<0.1%
3.0668237607535165
1
<0.1%
3.064764740487452
1
<0.1%
3.054674502018588
1
<0.1%
ACTV_30_DYS_norm
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.35
ARPU_6_sum
0.14
ACTV_90_DYS_avg
0.13
BILL_USAGE_CHRGS_M5_avg
0.13
ARPU_3_avg
0.13
VO_MOB_MOU_ONNT_M1
0.13
PORTIN_N_FLG_norm
0.13
ACTV_60_DYS_norm
0.13
VO_MOB_MOU_OFFNT_M1
0.13
ARPU_12_avg
0.13
CST_BILL_AMT_M1
0.13
PMNT_AMT_M1_sum
0.13
BAR_FLG_N_norm
0.12
CST_CAT_FLG_NP_norm
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.31
CST_PFT_ARPU_BAND_mode
0.31
PMNT_TOP_CHNL_M1_mode
0.31
high_risk_flag
0.30
CST_CORP_SEG_mode
0.28
CST_VAL_SEG_mode
0.28
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
47.444761898788826
1
<0.1%
65.38068788586196
1
<0.1%
-4.146164679761517
1
<0.1%
3.4894096835663886
1
<0.1%
9.660420172263667
1
<0.1%
134.285583709098
1
<0.1%
24.450748332294765
1
<0.1%
39.938832104785924
1
<0.1%
-42.48290836897709
1
<0.1%
66.19743286696476
1
<0.1%
-7.467050026895655
1
<0.1%
9.594988055164452
1
<0.1%
39.86958018045378
1
<0.1%
12.310642098659152
1
<0.1%
22.256919647958135
1
<0.1%
SMALLEST VALUES
-130.0163248308704
1
<0.1%
-129.8425972439783
1
<0.1%
-123.38308949822525
1
<0.1%
-115.03056126634334
1
<0.1%
-113.43240539144573
1
<0.1%
-111.41380339783163
1
<0.1%
-111.26709144895308
1
<0.1%
-109.67000013771629
1
<0.1%
-109.54507918665102
1
<0.1%
-109.38423558516412
1
<0.1%
-108.46153344987397
1
<0.1%
-107.9637307957378
1
<0.1%
-107.7087711115608
1
<0.1%
-106.58287346856787
1
<0.1%
-105.82108509272766
1
<0.1%
LARGEST VALUES
196.958316595126
1
<0.1%
184.58735085754694
1
<0.1%
177.12040292483277
1
<0.1%
175.17532232104327
1
<0.1%
164.18823163267518
1
<0.1%
164.10816752664343
1
<0.1%
163.13137789811952
1
<0.1%
161.45733965533864
1
<0.1%
157.39741617115104
1
<0.1%
156.622757337302
1
<0.1%
156.58088830814557
1
<0.1%
156.45592333677803
1
<0.1%
155.09792258699912
1
<0.1%
154.71603254427356
1
<0.1%
152.68159700108245
1
<0.1%
ACTV_60_DYS_norm
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.35
BILL_RENTALS_M2_avg
0.14
ACTV_60_DYS_avg
0.14
CST_BAD_DEBT_AMT
0.13
ACTV_90_DYS_norm
0.13
BILL_OUTSTANDING_M6_sum
0.13
BILL_USAGE_CHRGS_M5_avg
0.13
PMNT_CNT_M1_max
0.13
ARPU_6_sum
0.13
BILL_OUTSTANDING_M3_sum
0.13
ARPU_12_avg
0.13
TOP_CHNL_TOT_PMNT_RAT_M1_avg
0.13
ACTV_90_DYS_avg
0.13
PORTIN_N_FLG_norm
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_BAND_mode
0.32
CST_PFT_ARPU_SEG_mode
0.32
PMNT_TOP_CHNL_M1_mode
0.31
high_risk_flag
0.31
CST_CORP_SEG_mode
0.28
CST_VAL_SEG_mode
0.28
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
-28.969869226952195
1
<0.1%
-32.303638942948524
1
<0.1%
152.61863172805084
1
<0.1%
112.02778943464263
1
<0.1%
175.04558261016996
1
<0.1%
-5.946312000524834
1
<0.1%
127.06976737505981
1
<0.1%
94.57019502455871
1
<0.1%
121.99615155263268
1
<0.1%
102.82482568552595
1
<0.1%
-84.65003219117672
1
<0.1%
24.541210291061155
1
<0.1%
47.93568108765164
1
<0.1%
-42.46274530507183
1
<0.1%
-11.663547559389942
1
<0.1%
SMALLEST VALUES
-274.5589733365497
1
<0.1%
-249.3360446215879
1
<0.1%
-243.8797160595753
1
<0.1%
-243.77688809035982
1
<0.1%
-238.89812198658893
1
<0.1%
-228.3881645282423
1
<0.1%
-227.78268944580864
1
<0.1%
-226.08459483693775
1
<0.1%
-225.2258492411388
1
<0.1%
-218.3782637599137
1
<0.1%
-217.99761853356478
1
<0.1%
-216.13665251670855
1
<0.1%
-213.43035913970908
1
<0.1%
-213.23674985592902
1
<0.1%
-212.96515090977826
1
<0.1%
LARGEST VALUES
412.7322552082033
1
<0.1%
349.77812607601913
1
<0.1%
331.32394472171814
1
<0.1%
322.9753081288487
1
<0.1%
320.79565526804254
1
<0.1%
311.34376292263994
1
<0.1%
311.28101998657587
1
<0.1%
311.2178463404128
1
<0.1%
309.6924332019471
1
<0.1%
305.20112486589227
1
<0.1%
304.21685494053867
1
<0.1%
303.6478271328736
1
<0.1%
302.54456568986086
1
<0.1%
301.65279246610197
1
<0.1%
299.95215407933983
1
<0.1%
ACTV_90_DYS_norm
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.35
TOP_CHNL_TOT_PMNT_RAT_M1_avg
0.14
BAR_FLG_Y_norm
0.13
ACTV_90_DYS_avg
0.13
OS_TO_PMNT_RATIO_avg
0.13
BILL_RENTALS_M1_avg
0.13
ARPU_6_avg
0.13
ACTV_60_DYS_norm
0.13
ACTV_30_DYS_avg
0.13
PMNT_CNT_M1_avg
0.13
PORTIN_N_FLG_count
0.13
CC_CARD_FLG_count
0.13
OS_TO_PMNT_RATIO_norm
0.13
BILL_OUTSTANDING_M1_avg
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.32
PMNT_TOP_CHNL_M1_mode
0.31
CST_PFT_ARPU_BAND_mode
0.31
high_risk_flag
0.30
CST_VAL_SEG_mode
0.29
CST_CORP_SEG_mode
0.28
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
11.331285225597117
1
<0.1%
7.772303804890601
1
<0.1%
-2.1970294734481803
1
<0.1%
-16.019341244591175
1
<0.1%
0.05077529832521743
1
<0.1%
12.977312313110911
1
<0.1%
24.892330092329136
1
<0.1%
8.434303606435233
1
<0.1%
35.73041667736285
1
<0.1%
3.761318555054242
1
<0.1%
27.000600164499367
1
<0.1%
-34.659608054207006
1
<0.1%
31.91591086786103
1
<0.1%
-0.05016035114270914
1
<0.1%
35.87833405884252
1
<0.1%
SMALLEST VALUES
-76.35351525320661
1
<0.1%
-72.30464757239167
1
<0.1%
-66.36362267344828
1
<0.1%
-64.29039918489738
1
<0.1%
-62.28908790599227
1
<0.1%
-60.08105071235551
1
<0.1%
-58.437027369313185
1
<0.1%
-56.209611157164034
1
<0.1%
-55.802344396228975
1
<0.1%
-55.75377891708795
1
<0.1%
-55.447311512022814
1
<0.1%
-55.445849059694275
1
<0.1%
-55.385668328221946
1
<0.1%
-55.1546525615816
1
<0.1%
-54.92957055960114
1
<0.1%
LARGEST VALUES
94.79501743728167
1
<0.1%
91.91192302602205
1
<0.1%
87.61320603620621
1
<0.1%
87.48860845465607
1
<0.1%
85.25431637798326
1
<0.1%
84.73322237615066
1
<0.1%
84.00709335485905
1
<0.1%
83.65388206190309
1
<0.1%
81.7455644591392
1
<0.1%
78.80180127024053
1
<0.1%
77.39769004320611
1
<0.1%
76.65183213848552
1
<0.1%
76.5061181428077
1
<0.1%
76.05130991482609
1
<0.1%
75.88297056203702
1
<0.1%
ARPU_12_avg
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.35
PMNT_AMT_M1_avg
0.14
BILL_USAGE_CHRGS_M6_avg
0.13
BILL_USAGE_CHRGS_M2_avg
0.13
ACTV_60_DYS_avg
0.13
BILL_RENTALS_M3_avg
0.13
BILL_OUTSTANDING_M6_avg
0.13
ARPU_6_avg
0.13
BILL_OUTSTANDING_M3_sum
0.13
PORTOUT_N_FLG_norm
0.13
VO_MOB_MOU_OFFNT_M1
0.13
ARPU_6_sum
0.13
ACTV_60_DYS_norm
0.13
VO_MOB_MOU_ONNT_M1
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.31
PMNT_TOP_CHNL_M1_mode
0.31
CST_PFT_ARPU_BAND_mode
0.31
high_risk_flag
0.30
CST_CORP_SEG_mode
0.28
CST_VAL_SEG_mode
0.28
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
101.85541812422386
1
<0.1%
-104.08956042333334
1
<0.1%
98.82256685342549
1
<0.1%
591.4024751043072
1
<0.1%
282.5922361901729
1
<0.1%
420.00433925605716
1
<0.1%
730.3076008502594
1
<0.1%
-430.54630872586
1
<0.1%
-95.23870465186073
1
<0.1%
209.72217342214483
1
<0.1%
336.5941793547616
1
<0.1%
-215.1671634669418
1
<0.1%
-30.5912218444867
1
<0.1%
290.05139768008286
1
<0.1%
-335.62017923904824
1
<0.1%
SMALLEST VALUES
-915.3403618820481
1
<0.1%
-849.7172495596083
1
<0.1%
-848.2442548521082
1
<0.1%
-837.8491036059124
1
<0.1%
-781.4219095554331
1
<0.1%
-772.6276097149752
1
<0.1%
-759.2671803599075
1
<0.1%
-755.5491824090882
1
<0.1%
-755.3295089074065
1
<0.1%
-742.5846556957281
1
<0.1%
-739.3858012717018
1
<0.1%
-731.2905031161572
1
<0.1%
-729.5953084079973
1
<0.1%
-720.0790444670993
1
<0.1%
-717.9097830025729
1
<0.1%
LARGEST VALUES
1346.4085344047337
1
<0.1%
1139.1748250618596
1
<0.1%
1130.9537583903657
1
<0.1%
1126.0056797462037
1
<0.1%
1125.3308312109955
1
<0.1%
1118.6675617336123
1
<0.1%
1102.0188043298933
1
<0.1%
1091.4072734908889
1
<0.1%
1061.2376273026518
1
<0.1%
1055.1065932818942
1
<0.1%
1052.0524139496213
1
<0.1%
1050.7540513394117
1
<0.1%
1046.0651978166254
1
<0.1%
1043.173540911837
1
<0.1%
1040.8585651139633
1
<0.1%
ARPU_1_avg
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.35
ACTV_90_DYS_avg
0.14
CST_BAD_DEBT_AMT
0.14
BILL_USAGE_CHRGS_M1_avg
0.13
PORTOUT_N_FLG_norm
0.13
BAR_FLG_M6_Y_norm
0.13
BILL_OUTSTANDING_M3_sum
0.13
BILL_RENTALS_M1_avg
0.13
PMNT_CNT_M1_avg
0.13
PORTIN_N_FLG_count
0.13
ARPU_6_sum
0.13
ARPU_12_sum
0.13
BILL_USAGE_CHRGS_M5_avg
0.13
BILL_RENTALS_M2_avg
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.32
PMNT_TOP_CHNL_M1_mode
0.32
CST_PFT_ARPU_BAND_mode
0.31
high_risk_flag
0.30
CST_CORP_SEG_mode
0.28
CST_VAL_SEG_mode
0.28
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
1854.122886814374
1
<0.1%
-106.85651951738251
1
<0.1%
3546.810232194038
1
<0.1%
1048.5113749313507
1
<0.1%
5187.3991473298875
1
<0.1%
1978.1684913635213
1
<0.1%
27.036397449632265
1
<0.1%
4939.632627243526
1
<0.1%
-3263.1845358678756
1
<0.1%
1403.7695817727422
1
<0.1%
576.6652921692289
1
<0.1%
4628.0308793455615
1
<0.1%
1358.1439055784253
1
<0.1%
-3030.9594099016954
1
<0.1%
-459.70651371093965
1
<0.1%
SMALLEST VALUES
-7752.7981247139005
1
<0.1%
-7609.696866603165
1
<0.1%
-7543.605811214658
1
<0.1%
-7456.053249394079
1
<0.1%
-7451.3560113862895
1
<0.1%
-7080.670147501997
1
<0.1%
-6763.957701551826
1
<0.1%
-6745.136381871461
1
<0.1%
-6591.866656935825
1
<0.1%
-6477.179936730833
1
<0.1%
-6466.898147677038
1
<0.1%
-6447.629402968821
1
<0.1%
-6406.043675379735
1
<0.1%
-6357.708538983959
1
<0.1%
-6191.055871718372
1
<0.1%
LARGEST VALUES
11568.259742819846
1
<0.1%
10837.31943824196
1
<0.1%
10287.625834829867
1
<0.1%
10169.865520161744
1
<0.1%
10167.32207075556
1
<0.1%
9970.208518770358
1
<0.1%
9757.67561027021
1
<0.1%
9739.523040857926
1
<0.1%
9588.797705612127
1
<0.1%
9493.799223370563
1
<0.1%
9268.506767618817
1
<0.1%
9173.956610244235
1
<0.1%
9167.843157130683
1
<0.1%
9122.824385528336
1
<0.1%
9117.210543026156
1
<0.1%
ARPU_3_avg
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.34
BILL_USAGE_CHRGS_M5_avg
0.14
PMNT_CNT_M1_avg
0.14
TOP_CHNL_TOT_PMNT_RAT_M1_avg
0.13
ACTV_30_DYS_norm
0.13
BILL_USAGE_CHRGS_M6_avg
0.13
BILL_RENTALS_M3_avg
0.13
VO_MOB_MOU_FREE_M1
0.13
PMNT_AMT_M1_avg
0.13
ARPU_12_sum
0.13
PMNT_CHNL_CNT_M1_max
0.13
BILL_OUTSTANDING_M3_sum
0.12
ACTV_90_DYS_avg
0.12
BILL_OUTSTANDING_M1_avg
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.31
CST_PFT_ARPU_BAND_mode
0.31
PMNT_TOP_CHNL_M1_mode
0.30
high_risk_flag
0.29
CST_VAL_SEG_mode
0.28
CST_CORP_SEG_mode
0.26
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
-112.2571577687966
1
<0.1%
-3.2571220334416893
1
<0.1%
100.93543927210101
1
<0.1%
58.091433331849316
1
<0.1%
325.91550138080845
1
<0.1%
84.63847324196955
1
<0.1%
251.61160119102033
1
<0.1%
-56.36520670385375
1
<0.1%
-41.96843509603676
1
<0.1%
-185.45262755345928
1
<0.1%
155.72994849744296
1
<0.1%
-89.55310642810664
1
<0.1%
208.71311929304767
1
<0.1%
-14.036563008130635
1
<0.1%
66.04479829345142
1
<0.1%
SMALLEST VALUES
-372.98019879092533
1
<0.1%
-364.374181683216
1
<0.1%
-341.29591629946185
1
<0.1%
-331.3588744829643
1
<0.1%
-328.2937615677285
1
<0.1%
-327.9830650778423
1
<0.1%
-316.74296416789394
1
<0.1%
-308.57988167842484
1
<0.1%
-305.34795422482273
1
<0.1%
-298.44220333120484
1
<0.1%
-295.41511730012235
1
<0.1%
-292.510619245429
1
<0.1%
-291.14869323813286
1
<0.1%
-290.97992097633966
1
<0.1%
-289.43664627216685
1
<0.1%
LARGEST VALUES
589.1240488523143
1
<0.1%
533.94661304897
1
<0.1%
520.4593733060834
1
<0.1%
509.59207035062195
1
<0.1%
508.2246086455183
1
<0.1%
504.0472166124828
1
<0.1%
487.19744330771704
1
<0.1%
482.34647929292936
1
<0.1%
470.7610849239375
1
<0.1%
459.53478358790665
1
<0.1%
459.1782925929254
1
<0.1%
458.6760123692429
1
<0.1%
457.2231038161666
1
<0.1%
456.3529032756932
1
<0.1%
453.9175109102392
1
<0.1%
ARPU_6_avg
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.33
ACTV_90_DYS_norm
0.13
BILL_USAGE_CHRGS_M2_avg
0.13
ARPU_12_avg
0.13
OS_TO_PMNT_RATIO_norm
0.13
ARPU_12_sum
0.13
PMNT_AMT_M1_sum
0.13
CST_BAD_DEBT_AMT
0.13
ARPU_1_sum
0.13
BILL_OUTSTANDING_M6_sum
0.13
BILL_RENTALS_M4_avg
0.12
CST_BILL_AMT_M1
0.12
ACTV_60_DYS_norm
0.12
CST_CAT_FLG_EP_norm
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.30
PMNT_TOP_CHNL_M1_mode
0.30
CST_PFT_ARPU_BAND_mode
0.30
high_risk_flag
0.29
CST_VAL_SEG_mode
0.26
CST_CORP_SEG_mode
0.26
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
2299.853798841395
1
<0.1%
237.98764670037653
1
<0.1%
1692.4897042608543
1
<0.1%
4287.763550230841
1
<0.1%
3381.6305830050756
1
<0.1%
377.0122546638756
1
<0.1%
1709.2358660988612
1
<0.1%
2840.298389771439
1
<0.1%
891.6420159150083
1
<0.1%
-524.7685344601484
1
<0.1%
1341.430046180107
1
<0.1%
821.620431693687
1
<0.1%
2191.604870872717
1
<0.1%
1235.898226277019
1
<0.1%
5118.6492049129665
1
<0.1%
SMALLEST VALUES
-5139.291773379216
1
<0.1%
-4911.650526337647
1
<0.1%
-4771.278560826307
1
<0.1%
-4717.0974116799225
1
<0.1%
-4711.063424478632
1
<0.1%
-4634.484217181194
1
<0.1%
-4604.892334012845
1
<0.1%
-4431.969487409983
1
<0.1%
-4325.741298315556
1
<0.1%
-4248.83089841721
1
<0.1%
-4213.506715505032
1
<0.1%
-4169.944576425452
1
<0.1%
-4122.964204529268
1
<0.1%
-4053.8270449061483
1
<0.1%
-4001.8755213121617
1
<0.1%
LARGEST VALUES
7311.567587541847
1
<0.1%
7068.025066757229
1
<0.1%
6471.334918530395
1
<0.1%
6455.933959127487
1
<0.1%
6415.059277678479
1
<0.1%
6367.197255221747
1
<0.1%
6352.674314864783
1
<0.1%
6317.665304908397
1
<0.1%
6290.497048085729
1
<0.1%
6199.011581351243
1
<0.1%
6171.133398538216
1
<0.1%
6166.393746053052
1
<0.1%
6129.700091612916
1
<0.1%
6102.1214699549855
1
<0.1%
6047.820766976182
1
<0.1%
ARPU_12_sum
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.36
BILL_RENTALS_M2_avg
0.15
CST_BAD_DEBT_AMT
0.14
BILL_RENTALS_M4_avg
0.13
BILL_USAGE_CHRGS_M5_avg
0.13
CST_BAD_DEBT_RATIO
0.13
CST_CAT_FLG_EP_norm
0.13
BILL_USAGE_CHRGS_M2_avg
0.13
BILL_OUTSTANDING_M1_sum
0.13
CC_CARD_FLG_count
0.13
PORTIN_N_FLG_count
0.13
ACTV_30_DYS_avg
0.13
BILL_RENTALS_M3_avg
0.13
ARPU_1_avg
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.33
CST_PFT_ARPU_BAND_mode
0.32
PMNT_TOP_CHNL_M1_mode
0.32
high_risk_flag
0.32
CST_CORP_SEG_mode
0.29
CST_VAL_SEG_mode
0.29
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
60.51751740295075
1
<0.1%
469.6596904939418
1
<0.1%
-173.95116600467534
1
<0.1%
-87.89252666626659
1
<0.1%
194.12255037493225
1
<0.1%
-46.36163067270229
1
<0.1%
594.7864869685218
1
<0.1%
-51.580296754803356
1
<0.1%
95.03346800783878
1
<0.1%
232.50214840690995
1
<0.1%
362.93362636587716
1
<0.1%
111.3911963141794
1
<0.1%
-205.5380231739313
1
<0.1%
73.43808339361055
1
<0.1%
-52.4050896894841
1
<0.1%
SMALLEST VALUES
-572.8661423106084
1
<0.1%
-540.4527595995378
1
<0.1%
-497.7626728913535
1
<0.1%
-491.55872263243845
1
<0.1%
-476.1145401165486
1
<0.1%
-459.2850299954416
1
<0.1%
-451.1338194265292
1
<0.1%
-447.79868296170775
1
<0.1%
-434.9482994987299
1
<0.1%
-427.8252687715998
1
<0.1%
-427.01394094851344
1
<0.1%
-426.9179226608406
1
<0.1%
-425.09982152341263
1
<0.1%
-416.2598458722224
1
<0.1%
-415.5578000280992
1
<0.1%
LARGEST VALUES
768.1204423148754
1
<0.1%
699.5545881491405
1
<0.1%
692.7372728335486
1
<0.1%
690.0127472688721
1
<0.1%
670.0393797833444
1
<0.1%
666.9936315860996
1
<0.1%
647.9148720808281
1
<0.1%
647.2450690283122
1
<0.1%
641.1842714439923
1
<0.1%
640.745124794439
1
<0.1%
631.064082009116
1
<0.1%
628.3935308235712
1
<0.1%
622.9469322289417
1
<0.1%
615.9337274810234
1
<0.1%
605.3861713797952
1
<0.1%
ARPU_1_sum
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.33
CST_BAD_DEBT_AMT
0.14
BILL_OUTSTANDING_M6_avg
0.13
ARPU_6_avg
0.13
PMNT_AMT_M1_avg
0.12
CST_CAT_FLG_EP_norm
0.12
BILL_OUTSTANDING_M1_sum
0.12
CST_BAD_DEBT_RATIO
0.12
ACTV_90_DYS_norm
0.12
VO_MOB_MOU_ONNT_M1
0.12
VO_MOB_MOU_FREE_M1
0.12
PMNT_CHNL_CNT_M1_max
0.12
CST_BILL_AMT_M1
0.12
VO_MOB_MOU_OFFNT_M1
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.30
CST_PFT_ARPU_BAND_mode
0.29
PMNT_TOP_CHNL_M1_mode
0.29
high_risk_flag
0.28
CST_CORP_SEG_mode
0.27
CST_VAL_SEG_mode
0.27
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
98.29262983153022
1
<0.1%
-100.22360199397144
1
<0.1%
-130.19833103197564
1
<0.1%
-12.521624584324613
1
<0.1%
421.0745246586363
1
<0.1%
103.94503071571818
1
<0.1%
19.232683424900536
1
<0.1%
294.5813387492621
1
<0.1%
-135.65183514688445
1
<0.1%
221.78932875203114
1
<0.1%
1.3584211093058323
1
<0.1%
370.90066436487996
1
<0.1%
335.287286138275
1
<0.1%
365.5836639281001
1
<0.1%
19.505965034179486
1
<0.1%
SMALLEST VALUES
-894.2473580296158
1
<0.1%
-844.4200174756082
1
<0.1%
-816.8485417606597
1
<0.1%
-736.1920207613481
1
<0.1%
-712.5284898786988
1
<0.1%
-710.7004437792631
1
<0.1%
-706.7888284607051
1
<0.1%
-700.7960673926785
1
<0.1%
-699.783964669487
1
<0.1%
-689.667091534746
1
<0.1%
-679.2080395638421
1
<0.1%
-678.4912304653519
1
<0.1%
-677.3027258918238
1
<0.1%
-676.7485461293226
1
<0.1%
-664.0409781869906
1
<0.1%
LARGEST VALUES
1260.4462372886887
1
<0.1%
1259.427407668956
1
<0.1%
1219.7607595490877
1
<0.1%
1218.8711034973098
1
<0.1%
1189.348971211841
1
<0.1%
1145.743903578711
1
<0.1%
1123.556951286897
1
<0.1%
1081.0829380336675
1
<0.1%
1080.6873060705227
1
<0.1%
1060.174919142259
1
<0.1%
1056.6920810434515
1
<0.1%
1050.7371684441412
1
<0.1%
1049.5298911012926
1
<0.1%
1043.8573759776152
1
<0.1%
1039.9124404958438
1
<0.1%
ARPU_3_sum
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.32
BILL_AMT_M1_avg
0.13
BILL_USAGE_CHRGS_M4_avg
0.12
ACTV_90_DYS_avg
0.12
BILL_OUTSTANDING_M3_sum
0.12
TOP_CHNL_TOT_PMNT_RAT_M1_avg
0.12
BILL_OUTSTANDING_M6_avg
0.12
BILL_OUTSTANDING_M1_avg
0.12
ARPU_12_sum
0.12
ARPU_3_avg
0.12
ACTV_60_DYS_norm
0.12
PMNT_AMT_M1_sum
0.12
OS_TO_PMNT_RATIO_norm
0.12
ACTV_30_DYS_avg
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.30
CST_PFT_ARPU_BAND_mode
0.29
PMNT_TOP_CHNL_M1_mode
0.29
high_risk_flag
0.28
CST_VAL_SEG_mode
0.27
CST_CORP_SEG_mode
0.26
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
-66.01698988771311
1
<0.1%
-54.304939595041496
1
<0.1%
-22.057546578409706
1
<0.1%
0.37099159793699543
1
<0.1%
241.4578356474125
1
<0.1%
279.9205335849974
1
<0.1%
231.8346208809925
1
<0.1%
55.58819137522598
1
<0.1%
133.44855511859842
1
<0.1%
67.32831332105621
1
<0.1%
-14.285262565964446
1
<0.1%
-188.28826500478615
1
<0.1%
38.57489048503512
1
<0.1%
-94.33170726756038
1
<0.1%
-180.93412798676914
1
<0.1%
SMALLEST VALUES
-382.062766974681
1
<0.1%
-355.0804912371302
1
<0.1%
-329.2927028704556
1
<0.1%
-326.79058686194287
1
<0.1%
-322.6852760918574
1
<0.1%
-321.42195265917826
1
<0.1%
-319.04772391302174
1
<0.1%
-317.43563524391163
1
<0.1%
-313.83569346578497
1
<0.1%
-305.49798104827846
1
<0.1%
-300.9058916635604
1
<0.1%
-299.9623289175597
1
<0.1%
-294.6298856714089
1
<0.1%
-293.45827719370845
1
<0.1%
-291.6448373617794
1
<0.1%
LARGEST VALUES
514.3668753128682
1
<0.1%
507.6425007885425
1
<0.1%
479.48578418949813
1
<0.1%
476.2304231027297
1
<0.1%
475.97605577846775
1
<0.1%
474.81450632754843
1
<0.1%
474.6779480975457
1
<0.1%
467.9831112571769
1
<0.1%
466.3316292145608
1
<0.1%
463.628930404057
1
<0.1%
461.0792361925696
1
<0.1%
456.26163057776944
1
<0.1%
451.321881539224
1
<0.1%
450.1477271286353
1
<0.1%
448.6428436810704
1
<0.1%
ARPU_6_sum
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.36
BAR_FLG_N_norm
0.14
TOP_CHNL_TOT_PMNT_RAT_M1_avg
0.14
BILL_USAGE_CHRGS_M2_avg
0.14
OS_TO_PMNT_RATIO_norm
0.14
ACTV_30_DYS_norm
0.14
BILL_RENTALS_M1_avg
0.14
CST_CAT_FLG_EP_norm
0.13
BILL_OUTSTANDING_M3_sum
0.13
ACTV_90_DYS_avg
0.13
VO_MOB_MOU_FREE_M1
0.13
ACTV_60_DYS_norm
0.13
CST_CAT_FLG_NP_norm
0.13
ARPU_12_avg
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.33
PMNT_TOP_CHNL_M1_mode
0.32
CST_PFT_ARPU_BAND_mode
0.32
high_risk_flag
0.30
CST_VAL_SEG_mode
0.29
CST_CORP_SEG_mode
0.28
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
461.29097814356766
1
<0.1%
1801.0936938934042
1
<0.1%
-1621.6171401582785
1
<0.1%
1516.675689486911
1
<0.1%
4248.705743503969
1
<0.1%
2509.2816955350813
1
<0.1%
4218.921096122138
1
<0.1%
3704.867190916582
1
<0.1%
-298.8400549288469
1
<0.1%
-3773.9571986779843
1
<0.1%
1510.7291820038743
1
<0.1%
-563.191483372192
1
<0.1%
4825.811021540189
1
<0.1%
-624.343010611549
1
<0.1%
-848.0130320755802
1
<0.1%
SMALLEST VALUES
-9239.354516036663
1
<0.1%
-9064.343695330514
1
<0.1%
-8878.690330743275
1
<0.1%
-8766.021868345573
1
<0.1%
-8639.60419029565
1
<0.1%
-8603.428670995765
1
<0.1%
-8585.530100606882
1
<0.1%
-8347.008191407225
1
<0.1%
-8080.802627420795
1
<0.1%
-7980.2241463799355
1
<0.1%
-7900.117875748601
1
<0.1%
-7801.003202972585
1
<0.1%
-7761.325294997163
1
<0.1%
-7734.925196230983
1
<0.1%
-7681.154110022542
1
<0.1%
LARGEST VALUES
11733.434410736238
1
<0.1%
11717.709826461187
1
<0.1%
11370.298874017879
1
<0.1%
11246.238877760827
1
<0.1%
11039.304060566787
1
<0.1%
10952.16698355639
1
<0.1%
10807.481296365782
1
<0.1%
10658.890893889618
1
<0.1%
10639.770136627149
1
<0.1%
10614.091993374772
1
<0.1%
10612.614312751892
1
<0.1%
10435.139727612446
1
<0.1%
10338.633897318974
1
<0.1%
10237.37331962676
1
<0.1%
10229.025295154957
1
<0.1%
BAR_FLG_M6_N_norm
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.33
CST_CAT_FLG_EP_norm
0.13
ARPU_12_sum
0.13
ARPU_1_avg
0.13
BILL_OUTSTANDING_M3_sum
0.12
BILL_OUTSTANDING_M1_avg
0.12
TOP_CHNL_TOT_PMNT_RAT_M1_avg
0.12
BILL_RENTALS_M6_avg
0.12
PORTIN_N_FLG_norm
0.12
BILL_OUTSTANDING_M6_sum
0.12
CC_CARD_FLG_count
0.12
PORTIN_N_FLG_count
0.12
ARPU_3_avg
0.12
ACTV_90_DYS_norm
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.30
CST_PFT_ARPU_BAND_mode
0.30
PMNT_TOP_CHNL_M1_mode
0.29
high_risk_flag
0.29
CST_VAL_SEG_mode
0.27
CST_CORP_SEG_mode
0.27
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
61.23913088733159
1
<0.1%
-18.271682755035332
1
<0.1%
-46.844535034764974
1
<0.1%
96.36134890057338
1
<0.1%
30.946176848655583
1
<0.1%
-86.80301998466061
1
<0.1%
202.47619643945276
1
<0.1%
29.655987817179394
1
<0.1%
193.437467424751
1
<0.1%
103.58748611739965
1
<0.1%
116.83423532898294
1
<0.1%
-55.7207941073651
1
<0.1%
142.4501001203307
1
<0.1%
138.11852978341727
1
<0.1%
170.76565202529036
1
<0.1%
SMALLEST VALUES
-250.46018593111305
1
<0.1%
-245.6481328126024
1
<0.1%
-225.93808746932083
1
<0.1%
-224.21586428814177
1
<0.1%
-220.74450591853835
1
<0.1%
-218.73122614052397
1
<0.1%
-217.38524598820032
1
<0.1%
-215.82537136390204
1
<0.1%
-215.54847715577958
1
<0.1%
-211.5861421373377
1
<0.1%
-209.36118031218288
1
<0.1%
-206.47753456975963
1
<0.1%
-205.9315405188468
1
<0.1%
-203.20804374799408
1
<0.1%
-202.63360778334447
1
<0.1%
LARGEST VALUES
378.49550237968805
1
<0.1%
350.39047423896244
1
<0.1%
348.0423298205588
1
<0.1%
325.99396388800096
1
<0.1%
323.5647015332305
1
<0.1%
317.66883539595017
1
<0.1%
314.22950454767334
1
<0.1%
307.35510351505326
1
<0.1%
302.79104928722273
1
<0.1%
294.2767977052154
1
<0.1%
293.08799958090725
1
<0.1%
291.35739566065473
1
<0.1%
290.43827194607684
1
<0.1%
288.62323062875515
1
<0.1%
287.6267427384676
1
<0.1%
BAR_FLG_M6_Y_norm
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.34
BILL_AMT_M1_avg
0.14
VO_MOB_MOU_FREE_M1
0.14
CST_BAD_DEBT_AMT
0.13
PORTIN_N_FLG_count
0.13
ARPU_1_avg
0.13
PMNT_CHNL_CNT_M1_max
0.13
PMNT_CNT_M1_avg
0.13
ACTV_90_DYS_avg
0.13
PMNT_AMT_M1_avg
0.13
OS_TO_PMNT_RATIO_norm
0.13
PORTOUT_N_FLG_count
0.13
PORTOUT_N_FLG_norm
0.12
ARPU_6_sum
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.31
CST_PFT_ARPU_BAND_mode
0.31
PMNT_TOP_CHNL_M1_mode
0.31
high_risk_flag
0.29
CST_VAL_SEG_mode
0.28
CST_CORP_SEG_mode
0.28
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
-17.870817595996392
1
<0.1%
150.872554341986
1
<0.1%
-22.410341497580564
1
<0.1%
17.168987005692323
1
<0.1%
9.252847718811813
1
<0.1%
79.78838704226455
1
<0.1%
-7.819791430688978
1
<0.1%
27.393192838044758
1
<0.1%
-44.471252788903094
1
<0.1%
-26.344311689057577
1
<0.1%
70.86008041479127
1
<0.1%
44.053707445622294
1
<0.1%
25.396949337203598
1
<0.1%
26.804294425306548
1
<0.1%
35.20167791367059
1
<0.1%
SMALLEST VALUES
-125.24618283794052
1
<0.1%
-120.77332304924148
1
<0.1%
-117.77241144178785
1
<0.1%
-117.27577372265338
1
<0.1%
-116.49598425088183
1
<0.1%
-115.73010265937872
1
<0.1%
-115.13062549727077
1
<0.1%
-113.41693316246175
1
<0.1%
-112.70454399772873
1
<0.1%
-111.68772328679228
1
<0.1%
-108.06923829590099
1
<0.1%
-107.49325809850059
1
<0.1%
-106.48043117370308
1
<0.1%
-106.0134062633623
1
<0.1%
-105.95588987876002
1
<0.1%
LARGEST VALUES
182.27694540143236
1
<0.1%
178.86020987052348
1
<0.1%
173.34699817914867
1
<0.1%
168.1569718125022
1
<0.1%
166.90355392819012
1
<0.1%
166.77466747904202
1
<0.1%
166.22733556779755
1
<0.1%
164.40405941816888
1
<0.1%
163.72551764354736
1
<0.1%
162.98671891407733
1
<0.1%
161.46898447910755
1
<0.1%
158.5599452953498
1
<0.1%
158.2609627211195
1
<0.1%
157.98892567662503
1
<0.1%
157.6409681647583
1
<0.1%
BAR_FLG_N_norm
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.34
ARPU_6_sum
0.14
PMNT_AMT_M1_sum
0.13
PMNT_AMT_M1_avg
0.13
PMNT_CNT_M1_max
0.13
CST_BAD_DEBT_RATIO
0.13
ARPU_12_avg
0.13
PORTIN_N_FLG_norm
0.13
ACTV_30_DYS_norm
0.12
ACTV_60_DYS_avg
0.12
BILL_RENTALS_M2_avg
0.12
BILL_RENTALS_M3_avg
0.12
PORTOUT_N_FLG_norm
0.12
VO_MOB_MOU_FREE_M1
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
PMNT_TOP_CHNL_M1_mode
0.31
CST_PFT_ARPU_SEG_mode
0.31
CST_PFT_ARPU_BAND_mode
0.31
high_risk_flag
0.30
CST_VAL_SEG_mode
0.28
CST_CORP_SEG_mode
0.28
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
1.8164758004394979
1
<0.1%
1.4236243886704094
1
<0.1%
0.825096386009629
1
<0.1%
0.6598137364534185
1
<0.1%
1.5169198485945987
1
<0.1%
0.6290497345157389
1
<0.1%
1.5777826481018504
1
<0.1%
2.6086093747193972
1
<0.1%
-0.3496906604633583
1
<0.1%
0.3778220637197439
1
<0.1%
-0.402902949757202
1
<0.1%
1.2644244282995274
1
<0.1%
-0.166871552248816
1
<0.1%
0.42632370978702816
1
<0.1%
0.7635029271017989
1
<0.1%
SMALLEST VALUES
-2.9950120438085905
1
<0.1%
-2.53660228618057
1
<0.1%
-2.4937595389064704
1
<0.1%
-2.383839698161266
1
<0.1%
-2.3807788094094073
1
<0.1%
-2.329645331722155
1
<0.1%
-2.3242425012660295
1
<0.1%
-2.2809613693080024
1
<0.1%
-2.2413675066494028
1
<0.1%
-2.1312364876157015
1
<0.1%
-2.082968013674704
1
<0.1%
-2.045158774041151
1
<0.1%
-2.0153293946873454
1
<0.1%
-1.9787551680413695
1
<0.1%
-1.9782620145041179
1
<0.1%
LARGEST VALUES
3.631327457388132
1
<0.1%
3.5519649951895667
1
<0.1%
3.5228091116284928
1
<0.1%
3.4114960188914187
1
<0.1%
3.3519480931532373
1
<0.1%
3.3281710200620296
1
<0.1%
3.260853507727171
1
<0.1%
3.253344830623396
1
<0.1%
3.2072421343180157
1
<0.1%
3.1972541553428004
1
<0.1%
3.168162610611402
1
<0.1%
3.16623156705015
1
<0.1%
3.1559466282005197
1
<0.1%
3.1403448450662013
1
<0.1%
3.1300243775066714
1
<0.1%
BAR_FLG_Y_norm
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.35
BILL_AMT_M1_avg
0.14
BILL_USAGE_CHRGS_M2_avg
0.14
ACTV_90_DYS_norm
0.13
BILL_OUTSTANDING_M1_avg
0.13
VO_MOB_MOU_OFFNT_M1
0.13
BILL_USAGE_CHRGS_M3_avg
0.13
CST_BAD_DEBT_AMT
0.13
PORTIN_N_FLG_norm
0.13
BILL_USAGE_CHRGS_M1_avg
0.13
PMNT_CHNL_CNT_M1_max
0.13
TOP_CHNL_TOT_PMNT_RAT_M1_avg
0.12
BILL_OUTSTANDING_M6_sum
0.12
CST_CAT_FLG_NP_norm
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
PMNT_TOP_CHNL_M1_mode
0.32
CST_PFT_ARPU_SEG_mode
0.31
CST_PFT_ARPU_BAND_mode
0.31
high_risk_flag
0.30
CST_VAL_SEG_mode
0.29
CST_CORP_SEG_mode
0.28
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
0.7967116452227088
1
<0.1%
1.201846554811707
1
<0.1%
1.0867972111561288
1
<0.1%
-0.607079123986318
1
<0.1%
0.6415437294686773
1
<0.1%
0.17388499473821406
1
<0.1%
-0.749535589674828
1
<0.1%
1.2205305562674353
1
<0.1%
0.5643266529229392
1
<0.1%
-1.0679672679005006
1
<0.1%
0.2674786935841701
1
<0.1%
-0.6242844802164431
1
<0.1%
0.00766819025699883
1
<0.1%
0.32578507740400825
1
<0.1%
0.8849988217343752
1
<0.1%
SMALLEST VALUES
-3.0641005691004364
1
<0.1%
-2.3131090617474968
1
<0.1%
-2.2852407454669206
1
<0.1%
-2.2288851224318464
1
<0.1%
-2.094877470853534
1
<0.1%
-2.0841148522493516
1
<0.1%
-2.0833288765904308
1
<0.1%
-2.0753521834255553
1
<0.1%
-2.0717593897110635
1
<0.1%
-2.06549680990762
1
<0.1%
-2.0418293918805976
1
<0.1%
-2.033028712529979
1
<0.1%
-2.031782876002039
1
<0.1%
-2.0310662678498295
1
<0.1%
-2.0259436703124263
1
<0.1%
LARGEST VALUES
3.6046249320469617
1
<0.1%
3.591141946805235
1
<0.1%
3.4423535023433027
1
<0.1%
3.4367933994319855
1
<0.1%
3.425381665322963
1
<0.1%
3.339693733070207
1
<0.1%
3.296676642700846
1
<0.1%
3.264678676105704
1
<0.1%
3.263283254376505
1
<0.1%
3.180764045992965
1
<0.1%
3.164628067869268
1
<0.1%
3.098599294966193
1
<0.1%
3.0892413276195883
1
<0.1%
3.062477258655993
1
<0.1%
3.050171702039855
1
<0.1%
CC_CARD_FLG_count
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.34
BILL_RENTALS_M1_avg
0.14
ARPU_12_sum
0.13
BILL_OUTSTANDING_M6_avg
0.13
PMNT_AMT_M1_sum
0.13
TOP_CHNL_TOT_PMNT_RAT_M1_avg
0.13
ACTV_90_DYS_norm
0.13
ACTV_90_DYS_avg
0.13
ARPU_6_sum
0.13
ARPU_12_avg
0.13
BILL_OUTSTANDING_M3_sum
0.12
BILL_USAGE_CHRGS_M5_avg
0.12
CST_BILL_AMT_M1
0.12
BILL_USAGE_CHRGS_M4_avg
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.31
CST_PFT_ARPU_BAND_mode
0.31
PMNT_TOP_CHNL_M1_mode
0.31
high_risk_flag
0.29
CST_VAL_SEG_mode
0.28
CST_CORP_SEG_mode
0.28
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
-0.7345774791342468
1
<0.1%
0.3761934240434792
1
<0.1%
-0.5881094552967149
1
<0.1%
-2.2778772623936265
1
<0.1%
0.7513104349418951
1
<0.1%
0.6258258907714257
1
<0.1%
1.2174082675092466
1
<0.1%
-0.002892442089259095
1
<0.1%
0.6118321361060174
1
<0.1%
2.0102137979646804
1
<0.1%
0.7939319608595066
1
<0.1%
0.9123979969704901
1
<0.1%
0.8649235609577436
1
<0.1%
-0.33815684071758223
1
<0.1%
1.0702682051212835
1
<0.1%
SMALLEST VALUES
-2.7877653283555786
1
<0.1%
-2.7507791966824136
1
<0.1%
-2.542064522429503
1
<0.1%
-2.3965192398413846
1
<0.1%
-2.2778772623936265
1
<0.1%
-2.2616097543647076
1
<0.1%
-2.2118794014803327
1
<0.1%
-2.1907046207971463
1
<0.1%
-2.1732324431405683
1
<0.1%
-2.1726643474602367
1
<0.1%
-2.1602664335910053
1
<0.1%
-2.0691362390794437
1
<0.1%
-2.0163196632687246
1
<0.1%
-2.015905057403126
1
<0.1%
-2.003832520461748
1
<0.1%
LARGEST VALUES
3.401081967388955
1
<0.1%
3.390126810314732
1
<0.1%
3.3090857402524096
1
<0.1%
3.253352560396074
1
<0.1%
3.2340002405926453
1
<0.1%
3.1714891438657062
1
<0.1%
3.0963086010255716
1
<0.1%
3.061605978327572
1
<0.1%
3.0144311247810767
1
<0.1%
2.97897620336448
1
<0.1%
2.9619958977613843
1
<0.1%
2.945022287824062
1
<0.1%
2.919449312969825
1
<0.1%
2.9193426774313473
1
<0.1%
2.902194224200905
1
<0.1%
CST_CAT_FLG_EP_norm
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.35
CST_BILL_AMT_M1
0.14
VO_MOB_MOU_OFFNT_M1
0.14
OS_TO_PMNT_RATIO_norm
0.14
PMNT_CNT_M1_max
0.14
ARPU_6_sum
0.13
ARPU_12_sum
0.13
PMNT_AMT_M1_sum
0.13
BILL_RENTALS_M5_avg
0.13
BAR_FLG_M6_N_norm
0.13
BILL_USAGE_CHRGS_M3_avg
0.13
BILL_OUTSTANDING_M6_avg
0.13
PMNT_AMT_M1_avg
0.13
BILL_USAGE_CHRGS_M5_avg
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.32
PMNT_TOP_CHNL_M1_mode
0.31
CST_PFT_ARPU_BAND_mode
0.31
high_risk_flag
0.30
CST_CORP_SEG_mode
0.29
CST_VAL_SEG_mode
0.29
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
169.88185797511616
1
<0.1%
58.365738125788745
1
<0.1%
-3.42471909474691
1
<0.1%
38.419657055792406
1
<0.1%
21.715517449459437
1
<0.1%
36.31547415191287
1
<0.1%
86.91053493470778
1
<0.1%
116.09412926145666
1
<0.1%
-3.8870752017507666
1
<0.1%
3.5638263582699166
1
<0.1%
21.0677303416955
1
<0.1%
-24.450510990764784
1
<0.1%
165.50417235350818
1
<0.1%
56.87098463813905
1
<0.1%
70.9691537149374
1
<0.1%
SMALLEST VALUES
-210.96003361192095
1
<0.1%
-198.6676060896606
1
<0.1%
-173.9774047978793
1
<0.1%
-161.85424816471857
1
<0.1%
-161.6192655111578
1
<0.1%
-161.19392638213338
1
<0.1%
-157.31743118107457
1
<0.1%
-156.63834726648543
1
<0.1%
-153.82106525058225
1
<0.1%
-151.00529647313832
1
<0.1%
-148.6513402185921
1
<0.1%
-147.63733779271223
1
<0.1%
-146.48717113972174
1
<0.1%
-145.9560516183746
1
<0.1%
-145.92125505856635
1
<0.1%
LARGEST VALUES
272.8476945452984
1
<0.1%
261.8246431333964
1
<0.1%
259.46007907069173
1
<0.1%
240.5933503346293
1
<0.1%
234.56813653303956
1
<0.1%
232.1536965095317
1
<0.1%
229.61204695073067
1
<0.1%
229.11084134845348
1
<0.1%
228.95194711649947
1
<0.1%
228.5811262115414
1
<0.1%
227.94248815831472
1
<0.1%
218.21351738384823
1
<0.1%
218.176033053125
1
<0.1%
218.0782660562319
1
<0.1%
214.18994976416303
1
<0.1%
CST_CAT_FLG_NP_norm
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.34
CST_BILL_AMT_M1
0.14
VO_MOB_MOU_ONNT_M1
0.14
PORTIN_N_FLG_count
0.13
BILL_RENTALS_M4_avg
0.13
OS_TO_PMNT_RATIO_norm
0.13
PMNT_AMT_M1_sum
0.13
ARPU_6_sum
0.13
BILL_OUTSTANDING_M6_avg
0.13
BILL_OUTSTANDING_M3_sum
0.13
BILL_RENTALS_M3_avg
0.13
PMNT_CNT_M1_max
0.13
ACTV_30_DYS_avg
0.12
ARPU_1_avg
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.31
CST_PFT_ARPU_BAND_mode
0.31
PMNT_TOP_CHNL_M1_mode
0.30
high_risk_flag
0.29
CST_CORP_SEG_mode
0.27
CST_VAL_SEG_mode
0.26
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
111.2773939511437
1
<0.1%
90.4022689156105
1
<0.1%
81.65447095305205
1
<0.1%
34.41973386178654
1
<0.1%
81.2228545691209
1
<0.1%
124.05370030994803
1
<0.1%
131.09819140895834
1
<0.1%
-18.136243329558496
1
<0.1%
-96.96274172919072
1
<0.1%
53.3345562393855
1
<0.1%
165.0175703401075
1
<0.1%
113.55039778092501
1
<0.1%
107.52165138615894
1
<0.1%
62.91542777011677
1
<0.1%
-40.4259488849039
1
<0.1%
SMALLEST VALUES
-299.50897755074254
1
<0.1%
-243.43588687264995
1
<0.1%
-243.0398178718555
1
<0.1%
-231.18958295305978
1
<0.1%
-218.14755585389202
1
<0.1%
-205.97613788535512
1
<0.1%
-204.45670047978624
1
<0.1%
-200.7492018478582
1
<0.1%
-200.41781582741046
1
<0.1%
-199.5046516471347
1
<0.1%
-197.82355510010578
1
<0.1%
-186.3913475945027
1
<0.1%
-184.32758462526283
1
<0.1%
-183.1281547629546
1
<0.1%
-183.00983120173393
1
<0.1%
LARGEST VALUES
318.8834323425232
1
<0.1%
296.32876431991724
1
<0.1%
284.6329994082795
1
<0.1%
284.0847206706216
1
<0.1%
282.98812365758374
1
<0.1%
282.9472658137774
1
<0.1%
281.91458436949625
1
<0.1%
276.8201738469625
1
<0.1%
274.67622244712794
1
<0.1%
273.4418870335591
1
<0.1%
270.96828454965714
1
<0.1%
268.4866398701315
1
<0.1%
266.3282205818565
1
<0.1%
263.7252668349538
1
<0.1%
263.3090660110537
1
<0.1%
PORTIN_N_FLG_count
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.34
CST_CAT_FLG_NP_norm
0.13
BILL_RENTALS_M2_avg
0.13
BAR_FLG_M6_Y_norm
0.13
CST_BAD_DEBT_AMT
0.13
BILL_USAGE_CHRGS_M5_avg
0.13
BILL_USAGE_CHRGS_M4_avg
0.13
ARPU_12_sum
0.13
ARPU_1_avg
0.13
PMNT_AMT_M1_avg
0.13
BILL_AMT_M1_avg
0.13
BILL_USAGE_CHRGS_M6_avg
0.13
ACTV_90_DYS_norm
0.13
BILL_RENTALS_M5_avg
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.32
PMNT_TOP_CHNL_M1_mode
0.31
CST_PFT_ARPU_BAND_mode
0.31
high_risk_flag
0.30
CST_CORP_SEG_mode
0.29
CST_VAL_SEG_mode
0.28
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
0.4261156993141654
1
<0.1%
0.5013226157057302
1
<0.1%
0.05099431240557582
1
<0.1%
-0.7404749134101967
1
<0.1%
0.015066748692907306
1
<0.1%
0.037691100114849496
1
<0.1%
1.0403517137828675
1
<0.1%
0.12419432820336695
1
<0.1%
-0.25848786485566283
1
<0.1%
0.0823270785764166
1
<0.1%
0.7437233030326067
1
<0.1%
0.7762900771144131
1
<0.1%
0.37864497966418437
1
<0.1%
0.33081155512103444
1
<0.1%
0.3261197182144613
1
<0.1%
SMALLEST VALUES
-1.7134749144549315
1
<0.1%
-1.5089649622726575
1
<0.1%
-1.4077148471668246
1
<0.1%
-1.2734767379021963
1
<0.1%
-1.2488490860963344
1
<0.1%
-1.1729892499409236
1
<0.1%
-1.1602085678130636
1
<0.1%
-1.1549027454177487
1
<0.1%
-1.1197294215484692
1
<0.1%
-1.1121917063029456
1
<0.1%
-1.1065729619094422
1
<0.1%
-1.0916460820934746
1
<0.1%
-1.0902799627820012
1
<0.1%
-1.0747163630598522
1
<0.1%
-1.0400596382390264
1
<0.1%
LARGEST VALUES
1.7492292803580498
1
<0.1%
1.7441263604063297
1
<0.1%
1.6616042445402712
1
<0.1%
1.6499757829346249
1
<0.1%
1.5989171986894486
1
<0.1%
1.594618195297203
1
<0.1%
1.577148035569825
1
<0.1%
1.5610465094947727
1
<0.1%
1.5563321004381523
1
<0.1%
1.5537708607136396
1
<0.1%
1.548154491789311
1
<0.1%
1.5335833995204164
1
<0.1%
1.5321666634504343
1
<0.1%
1.526853782902719
1
<0.1%
1.5101424225263596
1
<0.1%
PORTIN_N_FLG_norm
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.34
BILL_OUTSTANDING_M6_avg
0.14
CST_BAD_DEBT_RATIO
0.14
BILL_USAGE_CHRGS_M5_avg
0.14
PMNT_CNT_M1_avg
0.13
BILL_RENTALS_M4_avg
0.13
CST_BILL_AMT_M1
0.13
ACTV_30_DYS_norm
0.13
ACTV_60_DYS_norm
0.13
BAR_FLG_Y_norm
0.13
PMNT_AMT_M1_sum
0.13
BAR_FLG_N_norm
0.13
OS_TO_PMNT_RATIO_norm
0.13
PORTOUT_N_FLG_norm
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.31
PMNT_TOP_CHNL_M1_mode
0.31
CST_PFT_ARPU_BAND_mode
0.30
high_risk_flag
0.30
CST_VAL_SEG_mode
0.28
CST_CORP_SEG_mode
0.27
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
16.409115137039823
1
<0.1%
30.861952804265858
1
<0.1%
-10.543309261194764
1
<0.1%
17.611286528061182
1
<0.1%
68.16331353506762
1
<0.1%
87.48695651074664
1
<0.1%
148.94525224535414
1
<0.1%
22.138996041659023
1
<0.1%
-4.957558069395211
1
<0.1%
-15.964435492718396
1
<0.1%
-34.70126808324389
1
<0.1%
57.54470462284912
1
<0.1%
183.1918550593747
1
<0.1%
13.021858546747715
1
<0.1%
-41.59120376737319
1
<0.1%
SMALLEST VALUES
-254.93926921770938
1
<0.1%
-206.53684983508833
1
<0.1%
-200.81199934876605
1
<0.1%
-196.64617928100094
1
<0.1%
-196.04427784270356
1
<0.1%
-188.25528529930128
1
<0.1%
-187.2950315367803
1
<0.1%
-187.08779401738903
1
<0.1%
-185.9741059742369
1
<0.1%
-183.22539680821095
1
<0.1%
-182.26486082337107
1
<0.1%
-181.66196989091694
1
<0.1%
-179.93424029448337
1
<0.1%
-179.65221820593197
1
<0.1%
-179.1442762400019
1
<0.1%
LARGEST VALUES
328.1499734655059
1
<0.1%
286.5612859580144
1
<0.1%
282.5666781024214
1
<0.1%
280.75579142074173
1
<0.1%
277.80064901774017
1
<0.1%
274.41075526200075
1
<0.1%
274.07870324829963
1
<0.1%
272.5603418792242
1
<0.1%
271.8614014023692
1
<0.1%
268.0034655252364
1
<0.1%
262.0939509761766
1
<0.1%
258.9915314470763
1
<0.1%
258.294164303142
1
<0.1%
257.05690710162753
1
<0.1%
252.5088610297855
1
<0.1%
PORTIN_Other_FLG_count
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
PORTIN_N_FLG_norm
-0.03
PMNT_AMT_M1_sum
-0.02
CST_BAD_DEBT_AMT
-0.02
BILL_OUTSTANDING_M1_avg
-0.02
BILL_RENTALS_M5_avg
-0.02
ARPU_3_avg
-0.02
ARPU_6_sum
-0.02
BAR_FLG_M6_Y_norm
-0.02
CST_BILL_AMT_M1
-0.02
BILL_RENTALS_M3_avg
-0.02
PORTOUT_Other_FLG_count
-0.02
PMNT_CNT_M1_max
-0.02
risk_probability
-0.02
BILL_OUTSTANDING_M6_sum
-0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.05
CST_PFT_ARPU_BAND_mode
0.03
PMNT_TOP_CHNL_M1_mode
0.03
CST_CORP_SEG_mode
0.03
CST_VAL_SEG_mode
0.02
high_risk_flag
0.02
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
-0.7179893923838875
1
<0.1%
0.32324453651770135
1
<0.1%
-0.9744153297046871
1
<0.1%
-0.05993724193083815
1
<0.1%
0.24425276301155716
1
<0.1%
-0.1481489384904053
1
<0.1%
0.15475561296980211
1
<0.1%
-0.1513799733331299
1
<0.1%
0.22069316831882763
1
<0.1%
-0.6227912265428847
1
<0.1%
-0.10040045597421912
1
<0.1%
0.5556238941810578
1
<0.1%
-0.27297600050029097
1
<0.1%
-1.1871349560856475
1
<0.1%
0.6898270922144785
1
<0.1%
SMALLEST VALUES
-2.873339197072884
1
<0.1%
-2.7897700555329856
1
<0.1%
-2.644190107038966
1
<0.1%
-2.599660164917582
1
<0.1%
-2.5961946623724104
1
<0.1%
-2.5667320433379373
1
<0.1%
-2.475692653234043
1
<0.1%
-2.4447014701599543
1
<0.1%
-2.4392336861746315
1
<0.1%
-2.4239311712911054
1
<0.1%
-2.3646221739080255
1
<0.1%
-2.354545099775983
1
<0.1%
-2.3525464949975325
1
<0.1%
-2.3428871910394125
1
<0.1%
-2.329700580534631
1
<0.1%
LARGEST VALUES
2.922336941209979
1
<0.1%
2.864286758627708
1
<0.1%
2.783642590775781
1
<0.1%
2.726466451044814
1
<0.1%
2.6330630383247233
1
<0.1%
2.600468113860798
1
<0.1%
2.58612117695362
1
<0.1%
2.5658970444856495
1
<0.1%
2.564549311421233
1
<0.1%
2.531921398123471
1
<0.1%
2.5200886941278413
1
<0.1%
2.498629475527728
1
<0.1%
2.488568951560604
1
<0.1%
2.486852666191057
1
<0.1%
2.4833240677276667
1
<0.1%
PORTIN_Other_FLG_norm
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ACTV_60_DYS_avg
0.03
BILL_RENTALS_M1_avg
0.03
PORTOUT_Y_FLG_count
0.02
TOP_CHNL_TOT_PMNT_RAT_M1_avg
0.02
VO_MOB_MOU_FREE_M1
-0.02
BAR_FLG_Y_norm
-0.02
BILL_USAGE_CHRGS_M6_avg
0.02
MNP_PORT_IN_0_norm
0.02
BILL_OUTSTANDING_M1_avg
0.02
CST_BILL_AMT_M1
0.02
ARPU_3_avg
-0.02
PORTIN_Y_FLG_count
0.01
ARPU_6_sum
0.01
VO_MOB_MOU_ONNT_M1
-0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.04
PMNT_TOP_CHNL_M1_mode
0.04
CST_PFT_ARPU_BAND_mode
0.03
CST_VAL_SEG_mode
0.03
CST_CORP_SEG_mode
0.02
high_risk_flag
0.00
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
0.09194584894742071
1
<0.1%
1.1966656993231806
1
<0.1%
-0.5073094029587416
1
<0.1%
-0.28688924683645006
1
<0.1%
-1.24840552196644
1
<0.1%
-0.30016687966372135
1
<0.1%
-1.241875974966522
1
<0.1%
-0.21919286790993545
1
<0.1%
0.8129238022561968
1
<0.1%
-0.07548674479568328
1
<0.1%
0.2620523670565127
1
<0.1%
0.7975774813314621
1
<0.1%
0.2897008023685709
1
<0.1%
-0.9227215080127579
1
<0.1%
-1.2123565424065246
1
<0.1%
SMALLEST VALUES
-2.8487131870011577
1
<0.1%
-2.7551155072773703
1
<0.1%
-2.61537156520135
1
<0.1%
-2.5822566920191417
1
<0.1%
-2.5219417824053125
1
<0.1%
-2.49683039030033
1
<0.1%
-2.469860878556542
1
<0.1%
-2.4598142429678016
1
<0.1%
-2.4537076208964823
1
<0.1%
-2.4312097351338475
1
<0.1%
-2.4211766240939903
1
<0.1%
-2.399238667062201
1
<0.1%
-2.3536357223998103
1
<0.1%
-2.3402024544926188
1
<0.1%
-2.3330885091464544
1
<0.1%
LARGEST VALUES
2.8758636756710407
1
<0.1%
2.8493964839325545
1
<0.1%
2.641267898013541
1
<0.1%
2.636760073027851
1
<0.1%
2.6205354099569123
1
<0.1%
2.5772968326244974
1
<0.1%
2.5703566858160105
1
<0.1%
2.522176295100284
1
<0.1%
2.4543204520180377
1
<0.1%
2.4086182030813914
1
<0.1%
2.4074848868673535
1
<0.1%
2.404654270195591
1
<0.1%
2.4036453153799897
1
<0.1%
2.371607147445084
1
<0.1%
2.3616855696601453
1
<0.1%
PORTIN_Y_FLG_count
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
CST_BILL_AMT_M1
-0.03
ACTV_60_DYS_avg
-0.03
ARPU_6_avg
-0.02
BILL_RENTALS_M1_avg
0.02
party_id
0.02
MNP_PORT_IN_1_count
0.02
PORTIN_Y_FLG_norm
-0.02
BILL_USAGE_CHRGS_M6_avg
-0.02
ACTV_90_DYS_avg
-0.02
ACTV_30_DYS_norm
-0.02
BAR_FLG_N_norm
-0.02
CST_BAD_DEBT_AMT
-0.02
PMNT_CNT_M1_max
-0.02
PORTIN_Other_FLG_norm
0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
PMNT_TOP_CHNL_M1_mode
0.04
CST_PFT_ARPU_SEG_mode
0.04
CST_PFT_ARPU_BAND_mode
0.02
CST_CORP_SEG_mode
0.02
high_risk_flag
0.02
CST_VAL_SEG_mode
0.01
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
-0.4864021952423609
1
<0.1%
0.2034148336252745
1
<0.1%
-0.15698618031242764
1
<0.1%
-0.46909826269006677
1
<0.1%
0.0732183387122717
1
<0.1%
-0.9702363117760466
1
<0.1%
-0.46435538173420127
1
<0.1%
0.7310045440277898
1
<0.1%
0.9973932958966213
1
<0.1%
-0.20685125878872146
1
<0.1%
0.10658816565795115
1
<0.1%
-0.5939949250013035
1
<0.1%
0.6313580043966526
1
<0.1%
0.600323925907838
1
<0.1%
0.3840267023885561
1
<0.1%
SMALLEST VALUES
-2.967524509687487
1
<0.1%
-2.7822319059160705
1
<0.1%
-2.7773922756267098
1
<0.1%
-2.7362063958981184
1
<0.1%
-2.723581680400357
1
<0.1%
-2.598412909161988
1
<0.1%
-2.5170741819492513
1
<0.1%
-2.462296127203283
1
<0.1%
-2.4265509142757304
1
<0.1%
-2.4208608628191257
1
<0.1%
-2.4128306305855483
1
<0.1%
-2.4118908276689814
1
<0.1%
-2.4049234276521876
1
<0.1%
-2.3971322335936662
1
<0.1%
-2.3844364892315775
1
<0.1%
LARGEST VALUES
3.2811769904828347
1
<0.1%
3.006219089551166
1
<0.1%
2.845651031705252
1
<0.1%
2.8246521983861483
1
<0.1%
2.812483164187692
1
<0.1%
2.6873008934343634
1
<0.1%
2.6765437425432825
1
<0.1%
2.602386197036963
1
<0.1%
2.6014477752602407
1
<0.1%
2.597252401540754
1
<0.1%
2.565585693092188
1
<0.1%
2.560874079908816
1
<0.1%
2.530510226293755
1
<0.1%
2.5061661805455935
1
<0.1%
2.4996078100777885
1
<0.1%
PORTIN_Y_FLG_norm
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
BILL_OUTSTANDING_M6_avg
-0.02
CST_BILL_AMT_M1
0.02
TOP_CHNL_TOT_PMNT_RAT_M1_avg
0.02
PORTOUT_Other_FLG_norm
0.02
MNP_PORT_IN_1_count
-0.02
PORTIN_Y_FLG_count
-0.02
ACTV_30_DYS_avg
0.02
PORTOUT_Y_FLG_norm
0.02
PORTIN_N_FLG_count
-0.01
PMNT_CHNL_CNT_M1_max
-0.01
ARPU_3_sum
0.01
PMNT_AMT_M1_sum
0.01
ARPU_12_sum
-0.01
CC_CARD_FLG_count
-0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.05
CST_PFT_ARPU_BAND_mode
0.02
high_risk_flag
0.01
PMNT_TOP_CHNL_M1_mode
0.01
CST_VAL_SEG_mode
0.01
CST_CORP_SEG_mode
0.01
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
-0.11439839065442488
1
<0.1%
0.036303938215258284
1
<0.1%
-0.31453666147857906
1
<0.1%
-0.4809128807903757
1
<0.1%
-0.3635674664287936
1
<0.1%
0.3522383111972749
1
<0.1%
0.4146434769538952
1
<0.1%
-1.1784319492262618
1
<0.1%
-1.006777696471467
1
<0.1%
0.6928551149666369
1
<0.1%
0.34845011454178604
1
<0.1%
-1.688687935723827
1
<0.1%
0.017191476420342574
1
<0.1%
0.15948133089146352
1
<0.1%
1.6353753228569543
1
<0.1%
SMALLEST VALUES
-3.099765493198905
1
<0.1%
-2.9169683961534134
1
<0.1%
-2.6906044428236373
1
<0.1%
-2.6805308217933423
1
<0.1%
-2.672403708550997
1
<0.1%
-2.6624893174901487
1
<0.1%
-2.6514000561421986
1
<0.1%
-2.622564598711217
1
<0.1%
-2.551868337323878
1
<0.1%
-2.494733219429833
1
<0.1%
-2.4481220035953473
1
<0.1%
-2.4375426915373772
1
<0.1%
-2.424966860314293
1
<0.1%
-2.4082650968604398
1
<0.1%
-2.387054395758084
1
<0.1%
LARGEST VALUES
3.2820718941877747
1
<0.1%
3.264120799625351
1
<0.1%
2.939591638597111
1
<0.1%
2.863363856418079
1
<0.1%
2.765497348541032
1
<0.1%
2.6981754172263295
1
<0.1%
2.6762409799744713
1
<0.1%
2.661563623421049
1
<0.1%
2.5979733234645774
1
<0.1%
2.5925324605017352
1
<0.1%
2.5774555864965882
1
<0.1%
2.570540319326998
1
<0.1%
2.565068578123662
1
<0.1%
2.5114931119423987
1
<0.1%
2.4697323970311826
1
<0.1%
PORTOUT_N_FLG_count
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.33
BILL_RENTALS_M1_avg
0.13
BAR_FLG_M6_Y_norm
0.13
TOP_CHNL_TOT_PMNT_RAT_M1_avg
0.13
ACTV_90_DYS_avg
0.13
BILL_RENTALS_M2_avg
0.13
PORTOUT_N_FLG_norm
0.13
PMNT_CNT_M1_max
0.13
CST_CAT_FLG_EP_norm
0.13
BILL_USAGE_CHRGS_M4_avg
0.12
BILL_RENTALS_M3_avg
0.12
CST_CAT_FLG_NP_norm
0.12
BILL_USAGE_CHRGS_M3_avg
0.12
CST_BAD_DEBT_RATIO
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.31
CST_PFT_ARPU_BAND_mode
0.30
PMNT_TOP_CHNL_M1_mode
0.29
high_risk_flag
0.29
CST_VAL_SEG_mode
0.26
CST_CORP_SEG_mode
0.26
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
0.06298331841956263
1
<0.1%
0.8397897382786772
1
<0.1%
0.19284661743396295
1
<0.1%
0.12041893176975516
1
<0.1%
1.3965572676935227
1
<0.1%
-0.023547651142924064
1
<0.1%
1.2088604566444747
1
<0.1%
0.11699425390228285
1
<0.1%
-0.22198050635764455
1
<0.1%
0.039040388801432485
1
<0.1%
-0.3725030644621073
1
<0.1%
-0.13535249786337128
1
<0.1%
1.2345935415276759
1
<0.1%
0.31207661510227297
1
<0.1%
0.6638023790212104
1
<0.1%
SMALLEST VALUES
-1.4832148180240396
1
<0.1%
-1.4601360510893513
1
<0.1%
-1.3628966045393307
1
<0.1%
-1.2990856319501618
1
<0.1%
-1.282515994638993
1
<0.1%
-1.2139433585161366
1
<0.1%
-1.1962886667612196
1
<0.1%
-1.1653870816844683
1
<0.1%
-1.122366268826202
1
<0.1%
-1.1136318794798308
1
<0.1%
-1.0931396252949956
1
<0.1%
-1.0777232531977632
1
<0.1%
-1.0709847958588896
1
<0.1%
-1.0516582889614574
1
<0.1%
-1.034483270721799
1
<0.1%
LARGEST VALUES
1.8190098203308658
1
<0.1%
1.786078802027838
1
<0.1%
1.6732998345891805
1
<0.1%
1.664057703552478
1
<0.1%
1.5637447911728193
1
<0.1%
1.5440786338327683
1
<0.1%
1.5327484234080635
1
<0.1%
1.529967754596837
1
<0.1%
1.5157652615819448
1
<0.1%
1.5108545823574366
1
<0.1%
1.5105974828347641
1
<0.1%
1.4955729785142338
1
<0.1%
1.4883377104786528
1
<0.1%
1.4799447525449836
1
<0.1%
1.4759826655624468
1
<0.1%
PORTOUT_N_FLG_norm
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.34
BILL_RENTALS_M4_avg
0.14
ARPU_1_avg
0.13
PMNT_AMT_M1_sum
0.13
PMNT_CNT_M1_avg
0.13
BILL_RENTALS_M5_avg
0.13
ARPU_12_avg
0.13
OS_TO_PMNT_RATIO_norm
0.13
OS_TO_PMNT_RATIO_avg
0.13
TOP_CHNL_TOT_PMNT_RAT_M1_avg
0.13
VO_MOB_MOU_ONNT_M1
0.13
BILL_RENTALS_M3_avg
0.13
PORTOUT_N_FLG_count
0.13
PORTIN_N_FLG_norm
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.31
CST_PFT_ARPU_BAND_mode
0.31
PMNT_TOP_CHNL_M1_mode
0.30
high_risk_flag
0.29
CST_CORP_SEG_mode
0.28
CST_VAL_SEG_mode
0.28
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
-100.90230547414585
1
<0.1%
217.23886715164147
1
<0.1%
171.99950223788053
1
<0.1%
41.61856424684934
1
<0.1%
76.62798273926524
1
<0.1%
50.25480185753177
1
<0.1%
66.73599949020101
1
<0.1%
71.31032751827388
1
<0.1%
5.81860650517894
1
<0.1%
78.18719877684383
1
<0.1%
48.717388536260025
1
<0.1%
26.434869969756228
1
<0.1%
31.57842005300015
1
<0.1%
46.783335016101965
1
<0.1%
205.42530146152987
1
<0.1%
SMALLEST VALUES
-220.7960160390928
1
<0.1%
-217.1218904126594
1
<0.1%
-208.51826950673697
1
<0.1%
-206.2430176414585
1
<0.1%
-205.56750671405766
1
<0.1%
-201.51276356347873
1
<0.1%
-193.42479649984298
1
<0.1%
-188.54271369891
1
<0.1%
-186.51868639102767
1
<0.1%
-183.666797611291
1
<0.1%
-178.83460698616128
1
<0.1%
-177.87699203859427
1
<0.1%
-175.85285545840566
1
<0.1%
-169.38374419034162
1
<0.1%
-168.34988786082124
1
<0.1%
LARGEST VALUES
326.9130910418354
1
<0.1%
305.9568294069298
1
<0.1%
303.07239610051136
1
<0.1%
284.4555751337174
1
<0.1%
270.9040786590312
1
<0.1%
268.7347998479213
1
<0.1%
268.0700710201046
1
<0.1%
265.5704041621608
1
<0.1%
262.5647327735859
1
<0.1%
261.58965278497726
1
<0.1%
260.81342196706163
1
<0.1%
260.7134347256629
1
<0.1%
260.53215063334335
1
<0.1%
258.40105931320727
1
<0.1%
257.407380750834
1
<0.1%
PORTOUT_Other_FLG_count
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
CST_BAD_DEBT_AMT
0.03
CST_BAD_DEBT_RATIO
0.02
risk_probability
0.02
PORTIN_Other_FLG_count
-0.02
VO_MOB_MOU_ONNT_M1
0.02
ACTV_60_DYS_norm
0.02
PORTOUT_Y_FLG_count
-0.02
ARPU_6_sum
0.02
ARPU_3_avg
0.02
OS_TO_PMNT_RATIO_avg
0.02
CST_CAT_FLG_EP_norm
0.02
MNP_PORT_IN_0_count
-0.02
BAR_FLG_N_norm
0.02
PORTIN_N_FLG_count
0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.04
PMNT_TOP_CHNL_M1_mode
0.03
high_risk_flag
0.03
CST_PFT_ARPU_BAND_mode
0.03
CST_CORP_SEG_mode
0.02
CST_VAL_SEG_mode
0.02
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
-0.04924463252569597
1
<0.1%
0.045806423164647087
1
<0.1%
-0.8478045446299438
1
<0.1%
1.036340145140264
1
<0.1%
0.10284799729897597
1
<0.1%
1.8981497593592165
1
<0.1%
0.27490754433557735
1
<0.1%
-0.3762178173603927
1
<0.1%
-1.096864607768633
1
<0.1%
-0.5829241987704746
1
<0.1%
0.8514951428144208
1
<0.1%
0.35974862769275023
1
<0.1%
-0.561812036118383
1
<0.1%
-0.2702425235887844
1
<0.1%
-0.36336933138799493
1
<0.1%
SMALLEST VALUES
-3.1225888202056336
1
<0.1%
-3.0634566128118523
1
<0.1%
-2.980396296598795
1
<0.1%
-2.8949677611409905
1
<0.1%
-2.6761285563090604
1
<0.1%
-2.6128798389049237
1
<0.1%
-2.6053329331182944
1
<0.1%
-2.600370044678167
1
<0.1%
-2.5405907486423995
1
<0.1%
-2.517152245570943
1
<0.1%
-2.479053545669067
1
<0.1%
-2.4695948549671116
1
<0.1%
-2.464976721985015
1
<0.1%
-2.4601076522568257
1
<0.1%
-2.40904230034384
1
<0.1%
LARGEST VALUES
3.1360418051644903
1
<0.1%
2.875933954341996
1
<0.1%
2.8435507545916456
1
<0.1%
2.799897998573897
1
<0.1%
2.649238714281192
1
<0.1%
2.578962731052391
1
<0.1%
2.559628802506694
1
<0.1%
2.5573868778761475
1
<0.1%
2.501332627436387
1
<0.1%
2.4945398461543613
1
<0.1%
2.4734430101073697
1
<0.1%
2.4421193136514114
1
<0.1%
2.430017874243389
1
<0.1%
2.3702418585882765
1
<0.1%
2.3615247352387008
1
<0.1%
PORTOUT_Other_FLG_norm
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
PORTOUT_N_FLG_count
-0.03
MNP_PORT_OUT_1_count
0.02
PORTIN_Y_FLG_norm
0.02
MNP_PORT_OUT_0_norm
-0.02
ARPU_6_avg
-0.02
CST_CAT_FLG_EP_norm
0.02
BILL_USAGE_CHRGS_M5_avg
-0.02
PORTIN_Y_FLG_count
-0.01
MNP_PORT_IN_1_count
0.01
ACTV_90_DYS_norm
-0.01
TOP_CHNL_TOT_PMNT_RAT_M1_avg
-0.01
ARPU_1_avg
0.01
BILL_USAGE_CHRGS_M6_avg
-0.01
CST_CAT_FLG_NP_norm
0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.04
CST_PFT_ARPU_BAND_mode
0.02
PMNT_TOP_CHNL_M1_mode
0.02
CST_CORP_SEG_mode
0.01
CST_VAL_SEG_mode
0.01
high_risk_flag
0.01
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
0.03825142705959585
1
<0.1%
-0.1642575188175592
1
<0.1%
-1.075303645550314
1
<0.1%
0.6837618277418822
1
<0.1%
0.5751913994726774
1
<0.1%
0.04115024474389832
1
<0.1%
-0.4439085616570094
1
<0.1%
0.07389070115890388
1
<0.1%
0.016806312556271755
1
<0.1%
0.627305260770954
1
<0.1%
-0.7900122991867882
1
<0.1%
0.9877101693659274
1
<0.1%
0.6181128775841458
1
<0.1%
-0.8468356897968787
1
<0.1%
-0.5066456103879385
1
<0.1%
SMALLEST VALUES
-3.0920085462163365
1
<0.1%
-2.819716361953499
1
<0.1%
-2.7863071301563362
1
<0.1%
-2.770125169388765
1
<0.1%
-2.747340979379941
1
<0.1%
-2.7096536719693782
1
<0.1%
-2.6813651440029123
1
<0.1%
-2.6691324739424136
1
<0.1%
-2.615527666555036
1
<0.1%
-2.5726735077592657
1
<0.1%
-2.535021381326885
1
<0.1%
-2.5254222056232556
1
<0.1%
-2.5046696477888917
1
<0.1%
-2.50305570567893
1
<0.1%
-2.482616854152508
1
<0.1%
LARGEST VALUES
3.1341174198602615
1
<0.1%
3.042504225429275
1
<0.1%
2.7514661704107994
1
<0.1%
2.648380409826084
1
<0.1%
2.633511168423981
1
<0.1%
2.444656347446483
1
<0.1%
2.394732842361924
1
<0.1%
2.355453723612594
1
<0.1%
2.325408445819323
1
<0.1%
2.322863718854131
1
<0.1%
2.2907511735783284
1
<0.1%
2.279595857903296
1
<0.1%
2.2750667590218288
1
<0.1%
2.249438143198291
1
<0.1%
2.247579554810031
1
<0.1%
PORTOUT_Y_FLG_count
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
BILL_RENTALS_M3_avg
-0.02
PORTIN_Other_FLG_norm
0.02
ARPU_3_avg
-0.02
ACTV_60_DYS_norm
0.02
PORTOUT_Other_FLG_count
-0.02
BILL_USAGE_CHRGS_M1_avg
-0.02
CC_CARD_FLG_count
0.02
ACTV_90_DYS_norm
0.02
FNP_portout_norm
0.02
BILL_USAGE_CHRGS_M2_avg
0.02
PMNT_AMT_M1_sum
0.02
PORTOUT_Y_FLG_norm
0.01
BILL_RENTALS_M5_avg
-0.01
BILL_OUTSTANDING_M1_sum
-0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.03
CST_VAL_SEG_mode
0.02
PMNT_TOP_CHNL_M1_mode
0.02
CST_PFT_ARPU_BAND_mode
0.02
CST_CORP_SEG_mode
0.01
high_risk_flag
0.00
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
-0.05306258762553743
1
<0.1%
0.30289189541963
1
<0.1%
-0.5916362471948537
1
<0.1%
1.8291447867654442
1
<0.1%
-1.4678911091933202
1
<0.1%
0.8841327311072908
1
<0.1%
-1.5491750987168422
1
<0.1%
-0.5546545545372078
1
<0.1%
0.14742110213966717
1
<0.1%
0.6859600287458821
1
<0.1%
-0.5641594311005758
1
<0.1%
-0.20008909406638697
1
<0.1%
0.12288269054707811
1
<0.1%
-0.3920685733665836
1
<0.1%
0.5684396547772365
1
<0.1%
SMALLEST VALUES
-3.1750459671039692
1
<0.1%
-2.77100696884688
1
<0.1%
-2.7623428211877084
1
<0.1%
-2.7488378863333573
1
<0.1%
-2.703348475539047
1
<0.1%
-2.6998030215591657
1
<0.1%
-2.6870836358394934
1
<0.1%
-2.5946240638299596
1
<0.1%
-2.5216139618000244
1
<0.1%
-2.5048119463590197
1
<0.1%
-2.501792098235031
1
<0.1%
-2.498564757610764
1
<0.1%
-2.468622979985252
1
<0.1%
-2.464495545088324
1
<0.1%
-2.4523573414733715
1
<0.1%
LARGEST VALUES
3.108338285805048
1
<0.1%
3.0133888606535115
1
<0.1%
3.01304920024306
1
<0.1%
2.899864680455863
1
<0.1%
2.7915782503481896
1
<0.1%
2.781544492700728
1
<0.1%
2.7732591320879667
1
<0.1%
2.688837123980555
1
<0.1%
2.6221337305987986
1
<0.1%
2.604943705999805
1
<0.1%
2.5600840389036432
1
<0.1%
2.5480502114187913
1
<0.1%
2.5278862963914244
1
<0.1%
2.515700091794516
1
<0.1%
2.4584548076525428
1
<0.1%
PORTOUT_Y_FLG_norm
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
OS_TO_PMNT_RATIO_norm
0.03
BILL_OUTSTANDING_M3_avg
0.02
MNP_PORT_OUT_1_norm
0.02
VO_MOB_MOU_FREE_M1
0.02
ACTV_90_DYS_avg
0.02
PMNT_AMT_M1_avg
0.02
ACTV_30_DYS_avg
0.02
PORTIN_Y_FLG_norm
0.02
ARPU_1_avg
-0.02
ARPU_12_sum
0.01
PORTOUT_Y_FLG_count
0.01
ACTV_30_DYS_norm
-0.01
BILL_RENTALS_M1_avg
0.01
BILL_USAGE_CHRGS_M3_avg
0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.05
CST_CORP_SEG_mode
0.03
CST_PFT_ARPU_BAND_mode
0.02
CST_VAL_SEG_mode
0.02
PMNT_TOP_CHNL_M1_mode
0.02
high_risk_flag
0.01
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
-0.15692763718396371
1
<0.1%
-0.3283747862513795
1
<0.1%
0.5101180258443077
1
<0.1%
0.1584211452381338
1
<0.1%
-0.5772344243332465
1
<0.1%
-1.0052949355716918
1
<0.1%
0.18832438721157616
1
<0.1%
-1.1251678437155186
1
<0.1%
0.04243672466196469
1
<0.1%
-0.17754786334573225
1
<0.1%
0.0959714958704102
1
<0.1%
-1.5503195773769576
1
<0.1%
-1.1461115705836058
1
<0.1%
-0.6079813931790974
1
<0.1%
-0.20033465217994828
1
<0.1%
SMALLEST VALUES
-3.4313063798894277
1
<0.1%
-3.1413733936861004
1
<0.1%
-2.7347168948393326
1
<0.1%
-2.719025063906734
1
<0.1%
-2.6825064304021886
1
<0.1%
-2.598035409838687
1
<0.1%
-2.54376131985528
1
<0.1%
-2.532439466551844
1
<0.1%
-2.5164813355454325
1
<0.1%
-2.4900087424909354
1
<0.1%
-2.480402308110901
1
<0.1%
-2.4676653208261774
1
<0.1%
-2.4632397282507403
1
<0.1%
-2.444852087741939
1
<0.1%
-2.444725226375655
1
<0.1%
LARGEST VALUES
3.636887962417283
1
<0.1%
3.051216825074501
1
<0.1%
2.957296487671741
1
<0.1%
2.944657364934198
1
<0.1%
2.5986252654405937
1
<0.1%
2.575735295817223
1
<0.1%
2.5599460184235023
1
<0.1%
2.4914786068413086
1
<0.1%
2.4749841930358
1
<0.1%
2.451788969396121
1
<0.1%
2.4212054650194474
1
<0.1%
2.419363591654306
1
<0.1%
2.415827230573514
1
<0.1%
2.4151568499591463
1
<0.1%
2.4124082888220646
1
<0.1%
VO_MOB_MOU_FREE_M1
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.34
PMNT_AMT_M1_avg
0.14
BAR_FLG_M6_Y_norm
0.14
ACTV_30_DYS_avg
0.13
BILL_USAGE_CHRGS_M1_avg
0.13
ARPU_6_sum
0.13
VO_MOB_MOU_ONNT_M1
0.13
ACTV_90_DYS_avg
0.13
VO_MOB_MOU_OFFNT_M1
0.13
BILL_RENTALS_M4_avg
0.13
ARPU_3_avg
0.13
BILL_OUTSTANDING_M6_sum
0.13
ARPU_12_avg
0.13
PORTIN_N_FLG_count
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.31
PMNT_TOP_CHNL_M1_mode
0.31
CST_PFT_ARPU_BAND_mode
0.30
high_risk_flag
0.29
CST_VAL_SEG_mode
0.28
CST_CORP_SEG_mode
0.27
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
6170.572122610345
1
<0.1%
-8027.861195242728
1
<0.1%
-9099.225492100275
1
<0.1%
-2647.2560549652612
1
<0.1%
9810.179184454739
1
<0.1%
12857.296532761255
1
<0.1%
6192.523321806644
1
<0.1%
-232.84313040646214
1
<0.1%
1477.1461194638912
1
<0.1%
17201.768226713524
1
<0.1%
23721.537018015817
1
<0.1%
95.85271484136365
1
<0.1%
23755.52137441456
1
<0.1%
5569.675402588664
1
<0.1%
29031.72410531411
1
<0.1%
SMALLEST VALUES
-44835.25578582399
1
<0.1%
-38608.58916307336
1
<0.1%
-33524.24562148549
1
<0.1%
-32738.229808283606
1
<0.1%
-31786.061477866668
1
<0.1%
-31647.808034296162
1
<0.1%
-31372.24052916372
1
<0.1%
-31220.314123845856
1
<0.1%
-30402.93219929823
1
<0.1%
-29544.426668782875
1
<0.1%
-28811.087967306044
1
<0.1%
-28474.751778502152
1
<0.1%
-28434.61880011924
1
<0.1%
-28324.12426650704
1
<0.1%
-28186.807195810492
1
<0.1%
LARGEST VALUES
52641.91771103441
1
<0.1%
49696.23527850847
1
<0.1%
48664.66916227323
1
<0.1%
46641.43112680279
1
<0.1%
45445.20912696587
1
<0.1%
44991.15798686857
1
<0.1%
44009.487122244616
1
<0.1%
43785.679284046986
1
<0.1%
42948.027344344824
1
<0.1%
41938.73048798016
1
<0.1%
41691.85495364952
1
<0.1%
40890.98684755109
1
<0.1%
40851.588194910604
1
<0.1%
40751.29166678141
1
<0.1%
40744.44882331283
1
<0.1%
VO_MOB_MOU_OFFNT_M1
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.34
CST_CAT_FLG_EP_norm
0.14
BILL_OUTSTANDING_M6_sum
0.13
BILL_OUTSTANDING_M3_avg
0.13
BAR_FLG_Y_norm
0.13
PMNT_CNT_M1_max
0.13
ARPU_12_avg
0.13
VO_MOB_MOU_FREE_M1
0.13
ACTV_30_DYS_avg
0.13
ACTV_30_DYS_norm
0.13
ACTV_60_DYS_norm
0.13
ARPU_12_sum
0.13
BILL_USAGE_CHRGS_M2_avg
0.13
TOP_CHNL_TOT_PMNT_RAT_M1_avg
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.32
CST_PFT_ARPU_BAND_mode
0.31
PMNT_TOP_CHNL_M1_mode
0.31
high_risk_flag
0.29
CST_CORP_SEG_mode
0.28
CST_VAL_SEG_mode
0.28
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
4806.716707589653
1
<0.1%
1276.4920482615519
1
<0.1%
-2758.0250874684584
1
<0.1%
4238.2971464008515
1
<0.1%
2470.809831438587
1
<0.1%
2310.7602838696744
1
<0.1%
3361.2377388100836
1
<0.1%
2302.4181405118507
1
<0.1%
2435.24423314294
1
<0.1%
1782.7486463674948
1
<0.1%
3195.794380093498
1
<0.1%
3732.1808333355425
1
<0.1%
4033.9681772811114
1
<0.1%
-26.540212521354956
1
<0.1%
5424.2626512564475
1
<0.1%
SMALLEST VALUES
-9137.617220189193
1
<0.1%
-7791.704942443974
1
<0.1%
-7771.9644701723455
1
<0.1%
-7519.788154708117
1
<0.1%
-7499.293239733237
1
<0.1%
-7440.296984053541
1
<0.1%
-7135.712808537063
1
<0.1%
-7101.327693491812
1
<0.1%
-7043.61333404852
1
<0.1%
-6941.663288081717
1
<0.1%
-6864.589816283101
1
<0.1%
-6814.170895342178
1
<0.1%
-6806.783422599971
1
<0.1%
-6753.026032984724
1
<0.1%
-6654.0010480129995
1
<0.1%
LARGEST VALUES
12983.829705273643
1
<0.1%
12656.496964365584
1
<0.1%
11804.31362210167
1
<0.1%
11052.985389179941
1
<0.1%
10933.112231661677
1
<0.1%
10898.085541308988
1
<0.1%
10718.664972820443
1
<0.1%
10704.106524293495
1
<0.1%
10332.044348696187
1
<0.1%
10319.94552136173
1
<0.1%
10217.90871239016
1
<0.1%
9968.31813176032
1
<0.1%
9898.810901964276
1
<0.1%
9703.81384711663
1
<0.1%
9684.851251553388
1
<0.1%
VO_MOB_MOU_ONNT_M1
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.34
BILL_AMT_M1_avg
0.14
CST_CAT_FLG_NP_norm
0.14
BILL_USAGE_CHRGS_M5_avg
0.13
VO_MOB_MOU_FREE_M1
0.13
ACTV_30_DYS_norm
0.13
PMNT_CNT_M1_avg
0.13
ARPU_12_avg
0.13
BILL_OUTSTANDING_M6_sum
0.13
PORTOUT_N_FLG_norm
0.13
PORTIN_N_FLG_count
0.13
BILL_RENTALS_M5_avg
0.12
ARPU_12_sum
0.12
BILL_RENTALS_M6_avg
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.30
CST_PFT_ARPU_BAND_mode
0.30
PMNT_TOP_CHNL_M1_mode
0.30
high_risk_flag
0.29
CST_VAL_SEG_mode
0.27
CST_CORP_SEG_mode
0.27
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
-6104.829577619672
1
<0.1%
7963.423361446163
1
<0.1%
10870.839517660503
1
<0.1%
-16194.160249498893
1
<0.1%
11011.41934117677
1
<0.1%
21795.491417454876
1
<0.1%
22750.057306928695
1
<0.1%
13612.379384736063
1
<0.1%
-10378.927778524521
1
<0.1%
10384.04468412691
1
<0.1%
-21797.645932370106
1
<0.1%
4887.733655140321
1
<0.1%
-15439.953338783314
1
<0.1%
-6359.651757385184
1
<0.1%
-14378.78269529764
1
<0.1%
SMALLEST VALUES
-34831.69863814732
1
<0.1%
-34713.24843101086
1
<0.1%
-33768.227885895874
1
<0.1%
-33446.124732053024
1
<0.1%
-32452.57598350786
1
<0.1%
-32348.481031485666
1
<0.1%
-32213.68579269433
1
<0.1%
-32168.689727878766
1
<0.1%
-31456.912063518874
1
<0.1%
-31390.618273137425
1
<0.1%
-31374.615632455432
1
<0.1%
-31345.1269494662
1
<0.1%
-30893.265971601464
1
<0.1%
-30756.536076518845
1
<0.1%
-30546.660645945187
1
<0.1%
LARGEST VALUES
58114.84911863409
1
<0.1%
56852.72635769714
1
<0.1%
53977.78837982077
1
<0.1%
50974.70985964954
1
<0.1%
50628.107760039544
1
<0.1%
50225.12228934625
1
<0.1%
50032.96195237845
1
<0.1%
49743.126209824564
1
<0.1%
49558.79070875581
1
<0.1%
48627.75020448162
1
<0.1%
48413.24149575634
1
<0.1%
48343.19480106964
1
<0.1%
47933.83631739386
1
<0.1%
47846.86196860989
1
<0.1%
47362.04108537206
1
<0.1%
MNP_PORT_IN_0_count
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
MNP_PORT_IN_1_count
-0.02
BAR_FLG_Y_norm
-0.02
BILL_OUTSTANDING_M1_avg
0.02
VO_MOB_MOU_OFFNT_M1
-0.02
PORTOUT_Other_FLG_count
-0.02
PORTOUT_N_FLG_norm
0.01
ACTV_30_DYS_norm
0.01
BILL_OUTSTANDING_M3_avg
-0.01
ARPU_1_avg
-0.01
ARPU_1_sum
-0.01
BILL_RENTALS_M5_avg
0.01
PORTIN_Y_FLG_count
-0.01
MNP_PORT_OUT_1_norm
-0.01
PMNT_AMT_M1_sum
-0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_BAND_mode
0.04
CST_PFT_ARPU_SEG_mode
0.04
PMNT_TOP_CHNL_M1_mode
0.03
CST_CORP_SEG_mode
0.02
CST_VAL_SEG_mode
0.02
high_risk_flag
0.00
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
1.2053713968453292
1
<0.1%
0.41121682913716295
1
<0.1%
0.9237282524690834
1
<0.1%
0.6134197347802932
1
<0.1%
0.4008408057536012
1
<0.1%
1.367567885067212
1
<0.1%
1.107325432071863
1
<0.1%
0.7924036674986903
1
<0.1%
0.7115115579762916
1
<0.1%
0.5770618580916734
1
<0.1%
0.2631556007117065
1
<0.1%
-0.039341989937957476
1
<0.1%
0.9605562030754062
1
<0.1%
-0.06031298159659387
1
<0.1%
0.41320354699601625
1
<0.1%
SMALLEST VALUES
-3.3823005287362875
1
<0.1%
-3.1511230462020254
1
<0.1%
-2.885718807934186
1
<0.1%
-2.7805606314064146
1
<0.1%
-2.6962065207535812
1
<0.1%
-2.496157862067126
1
<0.1%
-2.435459368675218
1
<0.1%
-2.3712967097568454
1
<0.1%
-2.3465994837239976
1
<0.1%
-2.346393327631512
1
<0.1%
-2.33515221558494
1
<0.1%
-2.33161655911332
1
<0.1%
-2.3060113652639966
1
<0.1%
-2.2939520620273806
1
<0.1%
-2.2891369069899867
1
<0.1%
LARGEST VALUES
2.80482979151313
1
<0.1%
2.6511114090557957
1
<0.1%
2.633388420933816
1
<0.1%
2.596667278917293
1
<0.1%
2.592846430926591
1
<0.1%
2.542342527859752
1
<0.1%
2.502501277389321
1
<0.1%
2.477899083622628
1
<0.1%
2.4675893929068713
1
<0.1%
2.460303361018748
1
<0.1%
2.4463110043307648
1
<0.1%
2.411813411510094
1
<0.1%
2.34962478380887
1
<0.1%
2.3477687275390173
1
<0.1%
2.3375340061750385
1
<0.1%
MNP_PORT_OUT_0_count
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
BILL_RENTALS_M2_avg
0.02
OS_TO_PMNT_RATIO_avg
0.02
ACTV_90_DYS_avg
0.02
ARPU_6_avg
0.02
PMNT_AMT_M1_avg
0.02
ACTV_30_DYS_norm
-0.02
ARPU_3_avg
0.02
PMNT_AMT_M1_sum
0.01
BILL_USAGE_CHRGS_M3_avg
0.01
risk_probability
0.01
BILL_OUTSTANDING_M3_sum
0.01
BILL_OUTSTANDING_M1_avg
0.01
ARPU_1_sum
0.01
PMNT_CHNL_CNT_M1_max
0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.04
CST_PFT_ARPU_BAND_mode
0.04
CST_CORP_SEG_mode
0.02
PMNT_TOP_CHNL_M1_mode
0.02
CST_VAL_SEG_mode
0.01
high_risk_flag
0.01
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
1.0873941357352765
1
<0.1%
-0.6249975632366096
1
<0.1%
-0.5421596239986505
1
<0.1%
0.7779373759577042
1
<0.1%
-0.12314424750264702
1
<0.1%
0.3292297867854009
1
<0.1%
0.9048335427429728
1
<0.1%
-0.7091936889363972
1
<0.1%
0.27160866036449743
1
<0.1%
-0.33113103271148336
1
<0.1%
1.9011798877800743
1
<0.1%
-0.13296729321405926
1
<0.1%
1.351483500875322
1
<0.1%
1.4208818866247452
1
<0.1%
1.1019547291316003
1
<0.1%
SMALLEST VALUES
-3.1979831485458394
1
<0.1%
-2.7484632613036384
1
<0.1%
-2.7200800051409018
1
<0.1%
-2.6257625841191796
1
<0.1%
-2.5706759563360073
1
<0.1%
-2.5548182577755574
1
<0.1%
-2.5220957248495264
1
<0.1%
-2.520681277463716
1
<0.1%
-2.4844531450172274
1
<0.1%
-2.4474110209937443
1
<0.1%
-2.4257682510069776
1
<0.1%
-2.412049922261618
1
<0.1%
-2.410707510754232
1
<0.1%
-2.3747975724434793
1
<0.1%
-2.3422309849314065
1
<0.1%
LARGEST VALUES
3.1360523272178815
1
<0.1%
3.0131739009594045
1
<0.1%
2.9285106979008475
1
<0.1%
2.8720209473614426
1
<0.1%
2.838074726848776
1
<0.1%
2.70539680528079
1
<0.1%
2.6584370124892636
1
<0.1%
2.5988010619192536
1
<0.1%
2.569778798390927
1
<0.1%
2.5577387667879483
1
<0.1%
2.4630258077639966
1
<0.1%
2.455033795560661
1
<0.1%
2.4142734955376706
1
<0.1%
2.405476870760425
1
<0.1%
2.397857850163402
1
<0.1%
MNP_PORT_IN_1_count
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
MNP_PORT_IN_0_count
-0.02
ACTV_60_DYS_avg
-0.02
PMNT_AMT_M1_sum
0.02
BILL_OUTSTANDING_M6_sum
-0.02
PORTIN_Y_FLG_norm
-0.02
ARPU_12_sum
-0.02
BILL_USAGE_CHRGS_M1_avg
-0.02
PORTIN_Y_FLG_count
0.02
VO_MOB_MOU_ONNT_M1
-0.02
OS_TO_PMNT_RATIO_avg
-0.02
BILL_OUTSTANDING_M1_sum
-0.02
MNP_PORT_OUT_0_norm
0.02
ARPU_3_sum
-0.02
PORTOUT_Other_FLG_norm
0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.03
CST_CORP_SEG_mode
0.03
CST_PFT_ARPU_BAND_mode
0.03
PMNT_TOP_CHNL_M1_mode
0.02
CST_VAL_SEG_mode
0.02
high_risk_flag
0.00
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
0.47689821416740474
1
<0.1%
0.08034328959738649
1
<0.1%
-0.7445744812359616
1
<0.1%
0.579532640847488
1
<0.1%
-1.3095860663683003
1
<0.1%
-0.4983683936657327
1
<0.1%
0.7605257770078206
1
<0.1%
0.5082736883183053
1
<0.1%
-0.05961056246656243
1
<0.1%
-0.6760850975694482
1
<0.1%
1.188757932933666
1
<0.1%
0.6975336829942166
1
<0.1%
0.2641179324656194
1
<0.1%
0.16684657544959589
1
<0.1%
0.09523473425889378
1
<0.1%
SMALLEST VALUES
-3.146419925128411
1
<0.1%
-2.9628926760837264
1
<0.1%
-2.8612427770577877
1
<0.1%
-2.816315162975844
1
<0.1%
-2.787203263527563
1
<0.1%
-2.7870499164465077
1
<0.1%
-2.6331695544960287
1
<0.1%
-2.6144323145353674
1
<0.1%
-2.5354774011875527
1
<0.1%
-2.533580318484024
1
<0.1%
-2.5324337906992835
1
<0.1%
-2.530700560978365
1
<0.1%
-2.522601035782908
1
<0.1%
-2.515116131786231
1
<0.1%
-2.491116382883315
1
<0.1%
LARGEST VALUES
3.4717140141563863
1
<0.1%
3.219961196213646
1
<0.1%
3.0004560741452164
1
<0.1%
2.83574103025255
1
<0.1%
2.75271095873501
1
<0.1%
2.6813406075066433
1
<0.1%
2.6298650527670464
1
<0.1%
2.6296967318331483
1
<0.1%
2.6067517008516563
1
<0.1%
2.5719384802484844
1
<0.1%
2.5680709791016887
1
<0.1%
2.4742629457911036
1
<0.1%
2.4636914805588184
1
<0.1%
2.4421299483001544
1
<0.1%
2.429055028348463
1
<0.1%
MNP_PORT_OUT_1_count
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
PORTOUT_Other_FLG_norm
0.02
BAR_FLG_N_norm
-0.02
BILL_USAGE_CHRGS_M5_avg
-0.02
BILL_AMT_M1_avg
0.02
MNP_PORT_OUT_1_norm
-0.02
BILL_RENTALS_M4_avg
-0.02
BILL_OUTSTANDING_M3_avg
0.02
PORTOUT_Other_FLG_count
-0.02
BILL_OUTSTANDING_M3_sum
0.01
BAR_FLG_Y_norm
0.01
BILL_RENTALS_M5_avg
-0.01
PORTOUT_Y_FLG_count
0.01
PMNT_AMT_M1_avg
0.01
BILL_OUTSTANDING_M6_sum
0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.03
CST_PFT_ARPU_BAND_mode
0.03
PMNT_TOP_CHNL_M1_mode
0.01
CST_VAL_SEG_mode
0.00
CST_CORP_SEG_mode
0.00
high_risk_flag
0.00
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
-0.654956223812607
1
<0.1%
-0.27257761404519765
1
<0.1%
-0.7376595920714012
1
<0.1%
0.35711041462475773
1
<0.1%
-0.07999297022724414
1
<0.1%
0.06808262321254592
1
<0.1%
-0.585118528626812
1
<0.1%
1.0471926245085907
1
<0.1%
-0.2885629323623664
1
<0.1%
-0.041781426193245194
1
<0.1%
0.716264503919898
1
<0.1%
-0.08163764209799271
1
<0.1%
-0.2734218346805073
1
<0.1%
0.5664435368021299
1
<0.1%
-2.0452866804987226
1
<0.1%
SMALLEST VALUES
-3.149879133766619
1
<0.1%
-2.7728092305774705
1
<0.1%
-2.685598770103864
1
<0.1%
-2.6545449448110485
1
<0.1%
-2.6431155866942047
1
<0.1%
-2.5991462754845593
1
<0.1%
-2.5857317241159103
1
<0.1%
-2.5487897749043658
1
<0.1%
-2.4829094188663667
1
<0.1%
-2.4485584408274517
1
<0.1%
-2.414477104000043
1
<0.1%
-2.4121119159887647
1
<0.1%
-2.4054359417606523
1
<0.1%
-2.3842864324266935
1
<0.1%
-2.38357828461486
1
<0.1%
LARGEST VALUES
3.171856106482238
1
<0.1%
3.101626587301652
1
<0.1%
2.6542856743522276
1
<0.1%
2.643970381419686
1
<0.1%
2.540846454167507
1
<0.1%
2.488344398261786
1
<0.1%
2.4827576580199477
1
<0.1%
2.4565486019087484
1
<0.1%
2.4512400837634654
1
<0.1%
2.414154978104097
1
<0.1%
2.405173273331729
1
<0.1%
2.3828265866479232
1
<0.1%
2.382390515278886
1
<0.1%
2.3312525394215964
1
<0.1%
2.324571521573473
1
<0.1%
MNP_PORT_IN_0_norm
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
BILL_AMT_M1_avg
-0.02
TOP_CHNL_TOT_PMNT_RAT_M1_avg
0.02
BAR_FLG_M6_Y_norm
0.02
PORTIN_Other_FLG_norm
0.02
CST_CAT_FLG_EP_norm
-0.02
ACTV_60_DYS_avg
0.01
BILL_OUTSTANDING_M6_sum
-0.01
VO_MOB_MOU_ONNT_M1
-0.01
BILL_USAGE_CHRGS_M4_avg
0.01
BILL_USAGE_CHRGS_M6_avg
-0.01
ACTV_30_DYS_norm
-0.01
PORTOUT_Y_FLG_count
-0.01
CST_BAD_DEBT_RATIO
-0.01
MNP_PORT_OUT_1_norm
-0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.05
PMNT_TOP_CHNL_M1_mode
0.03
CST_PFT_ARPU_BAND_mode
0.03
CST_CORP_SEG_mode
0.02
CST_VAL_SEG_mode
0.01
high_risk_flag
0.01
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
0.33494577430625605
1
<0.1%
-0.5273265701170672
1
<0.1%
0.3721171941273185
1
<0.1%
-0.7763604594948758
1
<0.1%
0.07181542349445066
1
<0.1%
-0.9762954053296959
1
<0.1%
0.03264257633654774
1
<0.1%
-0.18135428266266124
1
<0.1%
0.8048607427800359
1
<0.1%
0.6444057411502255
1
<0.1%
-0.45022459978547547
1
<0.1%
-0.8350652440862553
1
<0.1%
0.22155086402498614
1
<0.1%
-1.076766863519908
1
<0.1%
-0.30041924535966313
1
<0.1%
SMALLEST VALUES
-2.935168875297936
1
<0.1%
-2.8486552065369217
1
<0.1%
-2.827404261748356
1
<0.1%
-2.824980995113173
1
<0.1%
-2.7172465940993775
1
<0.1%
-2.640181394468266
1
<0.1%
-2.5854042433092235
1
<0.1%
-2.5355609057001467
1
<0.1%
-2.5352694550692383
1
<0.1%
-2.5242843928185277
1
<0.1%
-2.4700945113233974
1
<0.1%
-2.466055984934808
1
<0.1%
-2.4551721294096365
1
<0.1%
-2.453842896561345
1
<0.1%
-2.432055292228741
1
<0.1%
LARGEST VALUES
3.1289166735310507
1
<0.1%
2.939863599750616
1
<0.1%
2.7366221985369092
1
<0.1%
2.7279954583973716
1
<0.1%
2.6925690752045353
1
<0.1%
2.6623110059110555
1
<0.1%
2.653112286892098
1
<0.1%
2.6028175566578677
1
<0.1%
2.508137310801539
1
<0.1%
2.5007460547233444
1
<0.1%
2.490991125628826
1
<0.1%
2.4639397899203956
1
<0.1%
2.428910195825442
1
<0.1%
2.390396142732764
1
<0.1%
2.377502270128606
1
<0.1%
MNP_PORT_OUT_0_norm
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
BILL_RENTALS_M5_avg
0.02
MNP_PORT_OUT_1_norm
0.02
BILL_RENTALS_M1_avg
0.02
party_id
-0.02
ACTV_90_DYS_avg
0.02
PORTOUT_Other_FLG_norm
-0.02
BILL_OUTSTANDING_M1_sum
0.02
BAR_FLG_M6_Y_norm
0.02
CST_CAT_FLG_NP_norm
-0.02
BILL_USAGE_CHRGS_M2_avg
0.02
MNP_PORT_IN_1_count
0.02
FNP_portin_norm
0.02
CST_CAT_FLG_EP_norm
-0.02
ARPU_12_avg
-0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.04
CST_PFT_ARPU_BAND_mode
0.03
PMNT_TOP_CHNL_M1_mode
0.03
CST_VAL_SEG_mode
0.02
CST_CORP_SEG_mode
0.02
high_risk_flag
0.00
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
1.1663726535892032
1
<0.1%
0.5687187656138717
1
<0.1%
-0.413646708967794
1
<0.1%
0.11959626808761936
1
<0.1%
-0.6408463933332451
1
<0.1%
0.967088784068749
1
<0.1%
-1.1112907896092996
1
<0.1%
-1.523819340055744
1
<0.1%
-1.181384332485054
1
<0.1%
0.016254149056158077
1
<0.1%
-0.016479952317068235
1
<0.1%
-0.10791353730626399
1
<0.1%
-1.1247021303158382
1
<0.1%
1.4144037870868267
1
<0.1%
0.44558413956974663
1
<0.1%
SMALLEST VALUES
-2.7366111445049093
1
<0.1%
-2.7116433760403074
1
<0.1%
-2.6511810436179117
1
<0.1%
-2.6418268832029774
1
<0.1%
-2.6102186674853844
1
<0.1%
-2.5949339150945576
1
<0.1%
-2.5837972866617327
1
<0.1%
-2.4899115902356765
1
<0.1%
-2.4581251596097786
1
<0.1%
-2.4027194803556546
1
<0.1%
-2.4004917456211015
1
<0.1%
-2.3914349309059073
1
<0.1%
-2.376707810627799
1
<0.1%
-2.368212308688475
1
<0.1%
-2.361960305223453
1
<0.1%
LARGEST VALUES
2.9132839555754297
1
<0.1%
2.5747856674425105
1
<0.1%
2.5462363996617903
1
<0.1%
2.4579579835716023
1
<0.1%
2.4546209271544424
1
<0.1%
2.445736927660601
1
<0.1%
2.441183985277824
1
<0.1%
2.440279074221123
1
<0.1%
2.421650062271841
1
<0.1%
2.4110138189994057
1
<0.1%
2.395315204604775
1
<0.1%
2.3685716728205657
1
<0.1%
2.3643391331815264
1
<0.1%
2.337681083082321
1
<0.1%
2.32446631931506
1
<0.1%
MNP_PORT_IN_1_norm
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ARPU_1_avg
0.03
VO_MOB_MOU_FREE_M1
-0.03
PORTOUT_N_FLG_norm
0.02
PORTOUT_N_FLG_count
-0.02
CST_CAT_FLG_NP_norm
0.02
CC_CARD_FLG_count
0.01
BILL_RENTALS_M2_avg
-0.01
ACTV_60_DYS_avg
-0.01
CST_BAD_DEBT_AMT
0.01
PORTIN_Other_FLG_norm
-0.01
BILL_RENTALS_M5_avg
0.01
BILL_USAGE_CHRGS_M6_avg
0.01
BILL_RENTALS_M3_avg
-0.01
PMNT_CNT_M1_max
0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.04
PMNT_TOP_CHNL_M1_mode
0.03
CST_PFT_ARPU_BAND_mode
0.02
CST_CORP_SEG_mode
0.02
CST_VAL_SEG_mode
0.01
high_risk_flag
0.01
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
-0.19213864271777567
1
<0.1%
-0.5851236128032431
1
<0.1%
1.0996539858913232
1
<0.1%
0.2702458226433827
1
<0.1%
-0.3246486761596774
1
<0.1%
-0.44422348911434817
1
<0.1%
-0.7089229532463572
1
<0.1%
0.5550173291605179
1
<0.1%
0.16809412326921358
1
<0.1%
0.3642629258661993
1
<0.1%
0.22033395441011222
1
<0.1%
0.4988410584712015
1
<0.1%
-0.4087933562823777
1
<0.1%
0.7777199522967189
1
<0.1%
-0.6026109290179394
1
<0.1%
SMALLEST VALUES
-2.704922296830252
1
<0.1%
-2.7020322142576436
1
<0.1%
-2.698918985037426
1
<0.1%
-2.6697801278395854
1
<0.1%
-2.5383106540094733
1
<0.1%
-2.5187833201687777
1
<0.1%
-2.4994344120402476
1
<0.1%
-2.4916704501276503
1
<0.1%
-2.4077184440201522
1
<0.1%
-2.4067484849996132
1
<0.1%
-2.3961895851052595
1
<0.1%
-2.396105517483012
1
<0.1%
-2.3730495025498892
1
<0.1%
-2.3568449678520236
1
<0.1%
-2.3509070466508577
1
<0.1%
LARGEST VALUES
2.863567709491928
1
<0.1%
2.762654854922977
1
<0.1%
2.6789356831713196
1
<0.1%
2.6576338850379404
1
<0.1%
2.6422410923736037
1
<0.1%
2.5906057315010553
1
<0.1%
2.5818615796643165
1
<0.1%
2.5772656501752795
1
<0.1%
2.5473704360231584
1
<0.1%
2.5076631293169065
1
<0.1%
2.4530420054318096
1
<0.1%
2.4460857949019954
1
<0.1%
2.445617320327816
1
<0.1%
2.4427360613100686
1
<0.1%
2.440363849371252
1
<0.1%
MNP_PORT_OUT_1_norm
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
VO_MOB_MOU_OFFNT_M1
-0.02
MNP_PORT_OUT_0_norm
0.02
BILL_RENTALS_M2_avg
-0.02
BAR_FLG_N_norm
-0.02
CST_BAD_DEBT_RATIO
-0.02
PORTOUT_Y_FLG_norm
0.02
FNP_portout_count
0.02
BILL_USAGE_CHRGS_M1_avg
-0.02
MNP_PORT_OUT_1_count
-0.02
BILL_USAGE_CHRGS_M3_avg
-0.02
ACTV_30_DYS_norm
0.01
ARPU_6_avg
-0.01
ARPU_1_avg
0.01
CC_CARD_FLG_count
-0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.04
PMNT_TOP_CHNL_M1_mode
0.03
CST_PFT_ARPU_BAND_mode
0.03
CST_VAL_SEG_mode
0.02
CST_CORP_SEG_mode
0.01
high_risk_flag
0.00
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
0.4627228805147877
1
<0.1%
0.21136692798696136
1
<0.1%
-0.4502319802521692
1
<0.1%
0.47193528090022907
1
<0.1%
-1.3709864734631334
1
<0.1%
0.03354452399208752
1
<0.1%
0.294552498568195
1
<0.1%
0.3419621954941659
1
<0.1%
-0.5316459983448567
1
<0.1%
0.4254965561556713
1
<0.1%
-0.3687319950930292
1
<0.1%
0.6224230915769224
1
<0.1%
-0.988218220807098
1
<0.1%
-0.6486762501002352
1
<0.1%
-0.33423579385056296
1
<0.1%
SMALLEST VALUES
-3.0343148315386066
1
<0.1%
-2.8768492108608568
1
<0.1%
-2.859712266429725
1
<0.1%
-2.8068447872527935
1
<0.1%
-2.7775672985364355
1
<0.1%
-2.6432457169024905
1
<0.1%
-2.5653677808287263
1
<0.1%
-2.563954861227972
1
<0.1%
-2.5590028916709278
1
<0.1%
-2.525675690687117
1
<0.1%
-2.522362155573658
1
<0.1%
-2.518826112106444
1
<0.1%
-2.487975691789041
1
<0.1%
-2.4752085107900936
1
<0.1%
-2.444921124377771
1
<0.1%
LARGEST VALUES
3.050750017059099
1
<0.1%
2.7977700906795575
1
<0.1%
2.700304245665752
1
<0.1%
2.672981325444317
1
<0.1%
2.6708713354041524
1
<0.1%
2.5709820445345066
1
<0.1%
2.5625565990395174
1
<0.1%
2.5523041024484203
1
<0.1%
2.5412038347952475
1
<0.1%
2.5315638548118464
1
<0.1%
2.520719140388888
1
<0.1%
2.48480946678048
1
<0.1%
2.404639471099312
1
<0.1%
2.391519010870998
1
<0.1%
2.3514936293659945
1
<0.1%
CST_BAD_DEBT_AMT
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.36
PMNT_AMT_M1_sum
0.14
ARPU_1_avg
0.14
ARPU_1_sum
0.14
ARPU_12_sum
0.14
PMNT_CHNL_CNT_M1_max
0.14
ACTV_90_DYS_avg
0.14
BAR_FLG_M6_Y_norm
0.13
BILL_OUTSTANDING_M1_sum
0.13
ACTV_60_DYS_norm
0.13
PORTIN_N_FLG_count
0.13
CST_BILL_AMT_M1
0.13
OS_TO_PMNT_RATIO_norm
0.13
PMNT_CNT_M1_max
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.33
PMNT_TOP_CHNL_M1_mode
0.33
CST_PFT_ARPU_BAND_mode
0.33
high_risk_flag
0.32
CST_CORP_SEG_mode
0.30
CST_VAL_SEG_mode
0.30
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
-921.3604596017151
1
<0.1%
5234.019529054952
1
<0.1%
-3000.2910232367058
1
<0.1%
1741.176407628473
1
<0.1%
8991.337153318163
1
<0.1%
-18.317520430541556
1
<0.1%
9282.06786409225
1
<0.1%
4273.57532181894
1
<0.1%
5365.916640624704
1
<0.1%
-1742.3829115361918
1
<0.1%
9246.517942583963
1
<0.1%
16578.85952354095
1
<0.1%
7042.861132818794
1
<0.1%
2941.4891627361717
1
<0.1%
-1886.5170709367178
1
<0.1%
SMALLEST VALUES
-15112.949981601108
1
<0.1%
-15052.06026406029
1
<0.1%
-14575.721725701473
1
<0.1%
-14556.270512237084
1
<0.1%
-14177.068770206366
1
<0.1%
-13933.220879983126
1
<0.1%
-13929.340004875918
1
<0.1%
-13235.85003427021
1
<0.1%
-13185.123045932123
1
<0.1%
-12977.66940307109
1
<0.1%
-12960.54589344098
1
<0.1%
-12960.414488059174
1
<0.1%
-12942.26404227111
1
<0.1%
-12769.309118493506
1
<0.1%
-12467.39067766016
1
<0.1%
LARGEST VALUES
25288.81351795749
1
<0.1%
23009.442032031606
1
<0.1%
20548.14830568035
1
<0.1%
20053.385039679215
1
<0.1%
19960.26104603835
1
<0.1%
19717.065920680878
1
<0.1%
19211.08500240164
1
<0.1%
19037.818293608998
1
<0.1%
19011.625038055714
1
<0.1%
19003.593823161067
1
<0.1%
18945.737246857556
1
<0.1%
18903.666192209883
1
<0.1%
18876.50944812793
1
<0.1%
18797.617290052553
1
<0.1%
18719.32245572478
1
<0.1%
CST_BAD_DEBT_RATIO
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.35
BILL_USAGE_CHRGS_M5_avg
0.14
PORTIN_N_FLG_norm
0.14
ARPU_12_sum
0.13
ACTV_90_DYS_avg
0.13
CST_BAD_DEBT_AMT
0.13
BILL_USAGE_CHRGS_M2_avg
0.13
BAR_FLG_N_norm
0.13
PMNT_CNT_M1_max
0.13
BILL_OUTSTANDING_M6_avg
0.13
BILL_USAGE_CHRGS_M6_avg
0.13
BILL_RENTALS_M5_avg
0.13
CST_BILL_AMT_M1
0.12
ACTV_30_DYS_norm
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.31
PMNT_TOP_CHNL_M1_mode
0.31
CST_PFT_ARPU_BAND_mode
0.30
high_risk_flag
0.29
CST_VAL_SEG_mode
0.28
CST_CORP_SEG_mode
0.28
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
-309.6268568251007
1
<0.1%
657.3491642298756
1
<0.1%
-54.37482435713428
1
<0.1%
-106.20559669651796
1
<0.1%
1326.8776439014744
1
<0.1%
-352.99182741798285
1
<0.1%
1065.9551763004006
1
<0.1%
990.3787747371005
1
<0.1%
-1002.6796807604477
1
<0.1%
-70.38997632088112
1
<0.1%
762.176330139891
1
<0.1%
1134.1141596868806
1
<0.1%
876.5620210400259
1
<0.1%
715.4712525640982
1
<0.1%
1177.2151578692205
1
<0.1%
SMALLEST VALUES
-2031.2604256008553
1
<0.1%
-1751.1621375852942
1
<0.1%
-1602.694788137869
1
<0.1%
-1602.5739437612572
1
<0.1%
-1583.4177213490914
1
<0.1%
-1581.0745993125672
1
<0.1%
-1577.2747958186699
1
<0.1%
-1572.726433162779
1
<0.1%
-1556.6856908126656
1
<0.1%
-1532.877908209075
1
<0.1%
-1508.1604395991585
1
<0.1%
-1491.5660475935153
1
<0.1%
-1483.1328877454962
1
<0.1%
-1471.1040761371405
1
<0.1%
-1423.9090762269216
1
<0.1%
LARGEST VALUES
2620.4886151861147
1
<0.1%
2537.254033569341
1
<0.1%
2418.8480447030975
1
<0.1%
2405.7082404725297
1
<0.1%
2404.6626905571225
1
<0.1%
2307.7017113263137
1
<0.1%
2295.7847415527217
1
<0.1%
2294.2061248956056
1
<0.1%
2252.8866346409254
1
<0.1%
2227.4461385317018
1
<0.1%
2214.917601246252
1
<0.1%
2210.6692604644445
1
<0.1%
2172.3464770649703
1
<0.1%
2171.8991249843325
1
<0.1%
2169.1478334581
1
<0.1%
CST_BILL_AMT_M1
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.34
CST_CAT_FLG_EP_norm
0.14
CST_CAT_FLG_NP_norm
0.14
BILL_RENTALS_M4_avg
0.14
CST_BAD_DEBT_AMT
0.13
PORTIN_N_FLG_norm
0.13
OS_TO_PMNT_RATIO_norm
0.13
ACTV_30_DYS_norm
0.13
ACTV_60_DYS_norm
0.13
ACTV_90_DYS_avg
0.13
CST_BAD_DEBT_RATIO
0.12
BILL_RENTALS_M1_avg
0.12
BILL_USAGE_CHRGS_M4_avg
0.12
ARPU_12_avg
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.31
CST_PFT_ARPU_BAND_mode
0.31
PMNT_TOP_CHNL_M1_mode
0.30
high_risk_flag
0.30
CST_CORP_SEG_mode
0.27
CST_VAL_SEG_mode
0.27
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
-2272.398515771889
1
<0.1%
921.9425926916952
1
<0.1%
6343.486223882212
1
<0.1%
-1918.937991564226
1
<0.1%
13102.964195854713
1
<0.1%
3711.3599781322064
1
<0.1%
8169.228284491077
1
<0.1%
6170.767619618218
1
<0.1%
-3409.3411102982636
1
<0.1%
-4400.618185312435
1
<0.1%
8373.467856291445
1
<0.1%
4111.145209468571
1
<0.1%
-1086.7564400130202
1
<0.1%
4114.803963529463
1
<0.1%
-1580.8267072268104
1
<0.1%
SMALLEST VALUES
-16401.35107626873
1
<0.1%
-16345.157527202558
1
<0.1%
-15710.179868149868
1
<0.1%
-14474.788268427008
1
<0.1%
-14321.010274047843
1
<0.1%
-14251.051017457728
1
<0.1%
-14113.30009830111
1
<0.1%
-13882.726700054682
1
<0.1%
-13830.110844711053
1
<0.1%
-13701.128657855983
1
<0.1%
-13691.217541395643
1
<0.1%
-13448.239490902979
1
<0.1%
-13291.369994994777
1
<0.1%
-13275.065908629318
1
<0.1%
-13115.741922747502
1
<0.1%
LARGEST VALUES
24222.222698145804
1
<0.1%
24192.828528943253
1
<0.1%
22897.500784997388
1
<0.1%
22110.977257604027
1
<0.1%
21496.617270713883
1
<0.1%
21144.803912374446
1
<0.1%
20927.00920321113
1
<0.1%
20923.98325848808
1
<0.1%
20749.82317019791
1
<0.1%
20749.756728437456
1
<0.1%
20708.981520994992
1
<0.1%
20307.786273553607
1
<0.1%
19939.262983031513
1
<0.1%
19928.472941595533
1
<0.1%
19585.445224222065
1
<0.1%
OS_TO_PMNT_RATIO_avg
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.33
ACTV_90_DYS_norm
0.13
BILL_USAGE_CHRGS_M4_avg
0.13
PORTOUT_N_FLG_norm
0.13
ACTV_90_DYS_avg
0.13
BILL_OUTSTANDING_M3_sum
0.12
BILL_OUTSTANDING_M1_avg
0.12
CST_BAD_DEBT_RATIO
0.12
BAR_FLG_N_norm
0.12
CC_CARD_FLG_count
0.12
BILL_OUTSTANDING_M6_avg
0.12
ACTV_60_DYS_norm
0.12
CST_BAD_DEBT_AMT
0.12
VO_MOB_MOU_FREE_M1
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.30
CST_PFT_ARPU_BAND_mode
0.29
PMNT_TOP_CHNL_M1_mode
0.29
high_risk_flag
0.29
CST_CORP_SEG_mode
0.26
CST_VAL_SEG_mode
0.25
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
-686.5775152496584
1
<0.1%
6096.760784829217
1
<0.1%
-950.013383783253
1
<0.1%
3480.2281611932463
1
<0.1%
3387.3730217237276
1
<0.1%
7373.457996233876
1
<0.1%
3739.1860189239396
1
<0.1%
-426.5170370193093
1
<0.1%
936.6351028491562
1
<0.1%
-1449.941429736588
1
<0.1%
3462.583377470527
1
<0.1%
168.34850975691117
1
<0.1%
-1937.683472373583
1
<0.1%
2801.5328094783185
1
<0.1%
3702.6429368426293
1
<0.1%
SMALLEST VALUES
-7901.032727752424
1
<0.1%
-7860.119489259107
1
<0.1%
-7187.550368051573
1
<0.1%
-6708.236900794469
1
<0.1%
-6669.509605260074
1
<0.1%
-6581.618413097123
1
<0.1%
-6356.058659089114
1
<0.1%
-6327.906409005629
1
<0.1%
-6320.043773436341
1
<0.1%
-6236.245295318186
1
<0.1%
-6235.947448038951
1
<0.1%
-6149.3373153109105
1
<0.1%
-6092.947806855666
1
<0.1%
-6027.177392469147
1
<0.1%
-6009.250588235053
1
<0.1%
LARGEST VALUES
10630.465739579413
1
<0.1%
9977.516076685524
1
<0.1%
9946.025808864928
1
<0.1%
9489.499483230797
1
<0.1%
9453.013130814328
1
<0.1%
9441.973935680666
1
<0.1%
9402.492846460227
1
<0.1%
9258.168146563497
1
<0.1%
9225.083896780277
1
<0.1%
9211.446856315508
1
<0.1%
9162.562809600082
1
<0.1%
9145.86930473335
1
<0.1%
8993.228844434167
1
<0.1%
8961.741795345513
1
<0.1%
8870.82143690814
1
<0.1%
OS_TO_PMNT_RATIO_norm
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.35
CST_CAT_FLG_EP_norm
0.14
ARPU_6_sum
0.14
BILL_USAGE_CHRGS_M4_avg
0.14
CST_BAD_DEBT_AMT
0.13
PORTOUT_N_FLG_norm
0.13
BILL_OUTSTANDING_M6_avg
0.13
ACTV_60_DYS_avg
0.13
CST_CAT_FLG_NP_norm
0.13
TOP_CHNL_TOT_PMNT_RAT_M1_avg
0.13
CST_BILL_AMT_M1
0.13
BILL_OUTSTANDING_M3_avg
0.13
BILL_RENTALS_M2_avg
0.13
PMNT_AMT_M1_avg
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.32
CST_PFT_ARPU_BAND_mode
0.32
PMNT_TOP_CHNL_M1_mode
0.31
high_risk_flag
0.31
CST_CORP_SEG_mode
0.29
CST_VAL_SEG_mode
0.28
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
-87540.02630975631
1
<0.1%
742175.8426620805
1
<0.1%
-47034.37079374647
1
<0.1%
272978.182367202
1
<0.1%
337667.18194291723
1
<0.1%
576826.1446258989
1
<0.1%
354788.75055969035
1
<0.1%
740556.3436847931
1
<0.1%
263843.0521700478
1
<0.1%
48697.75447060006
1
<0.1%
-90750.1576239038
1
<0.1%
81589.7088889527
1
<0.1%
150805.08462392207
1
<0.1%
-107754.19164101363
1
<0.1%
168867.7041959678
1
<0.1%
SMALLEST VALUES
-857351.2881007396
1
<0.1%
-815913.5605415435
1
<0.1%
-794966.8047796958
1
<0.1%
-733269.8334108596
1
<0.1%
-732215.0610748127
1
<0.1%
-716286.345774754
1
<0.1%
-700838.9160567563
1
<0.1%
-693932.9042324978
1
<0.1%
-683600.3677871912
1
<0.1%
-681788.4853368066
1
<0.1%
-681486.5689361657
1
<0.1%
-673180.2793809811
1
<0.1%
-665412.1925500697
1
<0.1%
-659736.7029472861
1
<0.1%
-643787.653972711
1
<0.1%
LARGEST VALUES
1191334.4602085003
1
<0.1%
1078624.6378456773
1
<0.1%
1066377.5027823644
1
<0.1%
1040785.1085499647
1
<0.1%
1040269.5821688478
1
<0.1%
1015797.9897418877
1
<0.1%
1006108.2113803851
1
<0.1%
1005598.1525861179
1
<0.1%
1005331.7212962109
1
<0.1%
1001605.9240699331
1
<0.1%
999958.6429099436
1
<0.1%
994177.8823751229
1
<0.1%
985727.720338269
1
<0.1%
980456.6163146541
1
<0.1%
979226.128024324
1
<0.1%
PMNT_AMT_M1_avg
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.34
ARPU_12_avg
0.14
VO_MOB_MOU_FREE_M1
0.14
ACTV_90_DYS_avg
0.13
PMNT_AMT_M1_sum
0.13
BAR_FLG_N_norm
0.13
TOP_CHNL_TOT_PMNT_RAT_M1_avg
0.13
ARPU_3_avg
0.13
PORTIN_N_FLG_count
0.13
OS_TO_PMNT_RATIO_norm
0.13
CST_CAT_FLG_EP_norm
0.13
BAR_FLG_M6_Y_norm
0.13
ARPU_12_sum
0.13
BILL_USAGE_CHRGS_M4_avg
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.32
PMNT_TOP_CHNL_M1_mode
0.31
CST_PFT_ARPU_BAND_mode
0.31
high_risk_flag
0.29
CST_VAL_SEG_mode
0.28
CST_CORP_SEG_mode
0.27
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
1999.5898297099889
1
<0.1%
794.1660706079944
1
<0.1%
850.6314411559923
1
<0.1%
1440.8774377292148
1
<0.1%
2395.5966106597684
1
<0.1%
1349.1333829158084
1
<0.1%
1101.551589825786
1
<0.1%
1583.9972800250912
1
<0.1%
-1161.944728304772
1
<0.1%
376.39202545650846
1
<0.1%
-194.56678052067988
1
<0.1%
389.63963190646
1
<0.1%
1637.3676759694456
1
<0.1%
1607.946991713677
1
<0.1%
705.0489398063179
1
<0.1%
SMALLEST VALUES
-4324.972321877284
1
<0.1%
-3825.0343984035985
1
<0.1%
-3662.8422437148324
1
<0.1%
-3503.0392957884105
1
<0.1%
-3352.169508293377
1
<0.1%
-3347.603054993827
1
<0.1%
-3290.998974827815
1
<0.1%
-3278.0756568676056
1
<0.1%
-3239.6376034160944
1
<0.1%
-3160.209589446187
1
<0.1%
-3129.4424574337827
1
<0.1%
-3047.3328831479653
1
<0.1%
-3034.767888158923
1
<0.1%
-3030.815573863182
1
<0.1%
-3029.4364109956173
1
<0.1%
LARGEST VALUES
5311.6239269311345
1
<0.1%
5282.214779579221
1
<0.1%
5026.969495014085
1
<0.1%
4970.033131453784
1
<0.1%
4902.010877786864
1
<0.1%
4866.718470553275
1
<0.1%
4852.317450543529
1
<0.1%
4813.418591920633
1
<0.1%
4790.139243924565
1
<0.1%
4699.713875236565
1
<0.1%
4681.570345950071
1
<0.1%
4610.470120246219
1
<0.1%
4569.6295198797425
1
<0.1%
4511.587848362592
1
<0.1%
4461.1770960585945
1
<0.1%
PMNT_AMT_M1_sum
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.35
CST_BAD_DEBT_AMT
0.14
BILL_USAGE_CHRGS_M4_avg
0.14
PORTOUT_N_FLG_norm
0.13
BILL_OUTSTANDING_M6_avg
0.13
CST_CAT_FLG_EP_norm
0.13
ACTV_60_DYS_avg
0.13
BAR_FLG_N_norm
0.13
BILL_AMT_M1_avg
0.13
PMNT_AMT_M1_avg
0.13
CST_CAT_FLG_NP_norm
0.13
BILL_OUTSTANDING_M1_sum
0.13
ARPU_6_avg
0.13
CC_CARD_FLG_count
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.32
PMNT_TOP_CHNL_M1_mode
0.31
CST_PFT_ARPU_BAND_mode
0.31
high_risk_flag
0.30
CST_VAL_SEG_mode
0.28
CST_CORP_SEG_mode
0.28
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
746.4711854584914
1
<0.1%
1286.9428412522648
1
<0.1%
-2424.7432594074285
1
<0.1%
1874.146488122221
1
<0.1%
549.8245069068781
1
<0.1%
10556.809440562214
1
<0.1%
1315.1299700051075
1
<0.1%
3538.9109139737566
1
<0.1%
5052.435829199893
1
<0.1%
-1617.4796210464299
1
<0.1%
-3052.1440296239425
1
<0.1%
-2337.788256807205
1
<0.1%
1234.8307032539014
1
<0.1%
2405.8161904655162
1
<0.1%
-352.3016493596976
1
<0.1%
SMALLEST VALUES
-8594.247863453003
1
<0.1%
-8590.668650326055
1
<0.1%
-8556.201927304186
1
<0.1%
-8253.697550232786
1
<0.1%
-8086.45791304955
1
<0.1%
-7974.481794880262
1
<0.1%
-7895.306024802446
1
<0.1%
-7543.435251272155
1
<0.1%
-7448.295815761615
1
<0.1%
-7318.30576088284
1
<0.1%
-7287.884789050644
1
<0.1%
-7218.16639737389
1
<0.1%
-7162.141323944264
1
<0.1%
-7118.461607465638
1
<0.1%
-7061.941372005623
1
<0.1%
LARGEST VALUES
14650.256508510189
1
<0.1%
12138.241428612586
1
<0.1%
12133.939095502941
1
<0.1%
11951.183445129736
1
<0.1%
11943.656694653828
1
<0.1%
11856.92552554434
1
<0.1%
11537.582105835758
1
<0.1%
11238.371569659566
1
<0.1%
11236.443553334693
1
<0.1%
11098.742420795983
1
<0.1%
10741.759636041987
1
<0.1%
10601.057496310008
1
<0.1%
10593.591602576224
1
<0.1%
10561.837010867495
1
<0.1%
10556.809440562214
1
<0.1%
PMNT_CHNL_CNT_M1_max
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.33
CST_BAD_DEBT_AMT
0.14
BAR_FLG_M6_Y_norm
0.13
BILL_AMT_M1_avg
0.13
BAR_FLG_Y_norm
0.13
ARPU_3_avg
0.13
BILL_OUTSTANDING_M3_avg
0.12
ACTV_60_DYS_norm
0.12
PMNT_CNT_M1_max
0.12
CST_BILL_AMT_M1
0.12
TOP_CHNL_TOT_PMNT_RAT_M1_avg
0.12
BILL_RENTALS_M4_avg
0.12
BILL_RENTALS_M2_avg
0.12
ACTV_90_DYS_avg
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.30
CST_PFT_ARPU_BAND_mode
0.30
PMNT_TOP_CHNL_M1_mode
0.29
high_risk_flag
0.29
CST_CORP_SEG_mode
0.26
CST_VAL_SEG_mode
0.25
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
0.0602098373578282
1
<0.1%
1.0857854711168826
1
<0.1%
1.3291004546175418
1
<0.1%
-1.7271359383751748
1
<0.1%
-0.027350047262178823
1
<0.1%
0.8664816231735475
1
<0.1%
0.48149295537983855
1
<0.1%
1.1866741058791983
1
<0.1%
-0.6123520148511944
1
<0.1%
-0.6021484634972487
1
<0.1%
3.708228251383373
1
<0.1%
-1.2560528166512999
1
<0.1%
3.8767504084203983
1
<0.1%
1.0681550943443008
1
<0.1%
-0.13041420204864274
1
<0.1%
SMALLEST VALUES
-4.187933854281406
1
<0.1%
-3.9051379043395227
1
<0.1%
-3.5017540849306386
1
<0.1%
-3.334477151941691
1
<0.1%
-3.322961175225611
1
<0.1%
-3.292536162320813
1
<0.1%
-3.2765251035165575
1
<0.1%
-3.2715609233147918
1
<0.1%
-3.271452705070649
1
<0.1%
-3.220343625716146
1
<0.1%
-3.1934597697065614
1
<0.1%
-3.1415575420846578
1
<0.1%
-3.11119285102652
1
<0.1%
-3.1036571923847474
1
<0.1%
-3.0490021395600637
1
<0.1%
LARGEST VALUES
5.805479170709006
1
<0.1%
5.7595091473284485
1
<0.1%
5.567528505719666
1
<0.1%
5.1540785995026415
1
<0.1%
5.119915619179702
1
<0.1%
5.089770611373867
1
<0.1%
4.834528808496939
1
<0.1%
4.751158829297992
1
<0.1%
4.701273521813302
1
<0.1%
4.688988049402363
1
<0.1%
4.679480873902213
1
<0.1%
4.568423292233765
1
<0.1%
4.551094698304373
1
<0.1%
4.541449694211362
1
<0.1%
4.5153062838370195
1
<0.1%
PMNT_CNT_M1_avg
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.35
ACTV_90_DYS_avg
0.15
BILL_RENTALS_M2_avg
0.14
ARPU_3_avg
0.14
TOP_CHNL_TOT_PMNT_RAT_M1_avg
0.14
PORTIN_N_FLG_norm
0.13
BILL_USAGE_CHRGS_M3_avg
0.13
PORTOUT_N_FLG_norm
0.13
BILL_OUTSTANDING_M1_avg
0.13
ARPU_1_avg
0.13
VO_MOB_MOU_ONNT_M1
0.13
BAR_FLG_M6_Y_norm
0.13
ACTV_90_DYS_norm
0.13
ARPU_6_sum
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.32
CST_PFT_ARPU_BAND_mode
0.31
PMNT_TOP_CHNL_M1_mode
0.31
high_risk_flag
0.30
CST_CORP_SEG_mode
0.28
CST_VAL_SEG_mode
0.28
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
-1.183829331570045
1
<0.1%
0.9349325346422713
1
<0.1%
0.741374597493227
1
<0.1%
-1.151122904520919
1
<0.1%
0.9906666633160811
1
<0.1%
0.989790681707461
1
<0.1%
0.7668882716425811
1
<0.1%
-0.10917201192846286
1
<0.1%
-0.5256559748280896
1
<0.1%
-0.22058096369397565
1
<0.1%
0.8729846275108942
1
<0.1%
0.3840801493196146
1
<0.1%
1.6450920714472523
1
<0.1%
-1.1785810609727019
1
<0.1%
-1.3760368010522472
1
<0.1%
SMALLEST VALUES
-3.076929091769907
1
<0.1%
-2.7785612498768724
1
<0.1%
-2.751886221911607
1
<0.1%
-2.606171649430861
1
<0.1%
-2.471059307696662
1
<0.1%
-2.4667857662773285
1
<0.1%
-2.385773915758478
1
<0.1%
-2.3722572921776646
1
<0.1%
-2.3053964149500126
1
<0.1%
-2.2426105682294506
1
<0.1%
-2.2260975899422184
1
<0.1%
-2.196078345140323
1
<0.1%
-2.1855062150142763
1
<0.1%
-2.168373359569986
1
<0.1%
-2.107347361880706
1
<0.1%
LARGEST VALUES
3.7923160442022543
1
<0.1%
3.7392827269518403
1
<0.1%
3.7382062717785796
1
<0.1%
3.6790185416979577
1
<0.1%
3.6282455889962244
1
<0.1%
3.4038385968592393
1
<0.1%
3.3807690456182105
1
<0.1%
3.3207388564885094
1
<0.1%
3.2712522865264893
1
<0.1%
3.2261595511188887
1
<0.1%
3.223188329461481
1
<0.1%
3.2022527584004012
1
<0.1%
3.1972266566603733
1
<0.1%
3.1416965365514233
1
<0.1%
3.1375562328964226
1
<0.1%
PMNT_CNT_M1_max
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.35
BILL_AMT_M1_avg
0.14
CST_CAT_FLG_EP_norm
0.14
BILL_OUTSTANDING_M6_avg
0.13
CST_BAD_DEBT_AMT
0.13
ACTV_60_DYS_norm
0.13
BILL_USAGE_CHRGS_M3_avg
0.13
BILL_RENTALS_M6_avg
0.13
VO_MOB_MOU_OFFNT_M1
0.13
BAR_FLG_N_norm
0.13
CST_BAD_DEBT_RATIO
0.13
CST_CAT_FLG_NP_norm
0.13
PMNT_AMT_M1_sum
0.13
BILL_RENTALS_M1_avg
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.31
CST_PFT_ARPU_BAND_mode
0.31
PMNT_TOP_CHNL_M1_mode
0.31
high_risk_flag
0.30
CST_CORP_SEG_mode
0.29
CST_VAL_SEG_mode
0.28
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
0.8797657723911695
1
<0.1%
3.5378368891138443
1
<0.1%
0.9889258161966311
1
<0.1%
0.14725531524915342
1
<0.1%
1.5258240462135158
1
<0.1%
0.6714962394632411
1
<0.1%
0.3117544848774014
1
<0.1%
1.3409274637895292
1
<0.1%
0.35437701217401496
1
<0.1%
-0.611106108603596
1
<0.1%
0.49676316865046244
1
<0.1%
-1.0184977836486473
1
<0.1%
0.40777649955582557
1
<0.1%
0.20161215307961028
1
<0.1%
0.6347780359287005
1
<0.1%
SMALLEST VALUES
-3.751788736242857
1
<0.1%
-3.6202331260237335
1
<0.1%
-3.50947930779921
1
<0.1%
-3.376094249291443
1
<0.1%
-3.359671014159312
1
<0.1%
-3.3265373275390413
1
<0.1%
-3.3045643504862463
1
<0.1%
-3.237177742329967
1
<0.1%
-3.1842051388735335
1
<0.1%
-3.138032849935395
1
<0.1%
-3.034481867234489
1
<0.1%
-2.9745374860606955
1
<0.1%
-2.9044035101167713
1
<0.1%
-2.9030121897415047
1
<0.1%
-2.8992293803636437
1
<0.1%
LARGEST VALUES
5.469317456472604
1
<0.1%
5.122495590999975
1
<0.1%
5.104810575032634
1
<0.1%
4.829568192751974
1
<0.1%
4.801611577838546
1
<0.1%
4.786215347974913
1
<0.1%
4.765996193132299
1
<0.1%
4.712144833808029
1
<0.1%
4.627462205976949
1
<0.1%
4.567079353150112
1
<0.1%
4.564887950469203
1
<0.1%
4.559643057366223
1
<0.1%
4.556875586854148
1
<0.1%
4.5481521558276885
1
<0.1%
4.483653177322861
1
<0.1%
TOP_CHNL_TOT_PMNT_RAT_M1_avg
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
risk_probability
0.35
ARPU_6_sum
0.14
ACTV_90_DYS_norm
0.14
PMNT_CNT_M1_avg
0.14
BILL_OUTSTANDING_M3_sum
0.13
ARPU_3_avg
0.13
BILL_RENTALS_M5_avg
0.13
ACTV_90_DYS_avg
0.13
OS_TO_PMNT_RATIO_norm
0.13
ACTV_60_DYS_norm
0.13
PORTOUT_N_FLG_norm
0.13
BILL_RENTALS_M6_avg
0.13
PMNT_AMT_M1_avg
0.13
BILL_OUTSTANDING_M6_sum
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_BAND_mode
0.32
PMNT_TOP_CHNL_M1_mode
0.32
CST_PFT_ARPU_SEG_mode
0.32
high_risk_flag
0.30
CST_CORP_SEG_mode
0.29
CST_VAL_SEG_mode
0.28
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
0.6850906926048372
1
<0.1%
0.0381808545319336
1
<0.1%
0.32839299084496176
1
<0.1%
0.7460683812959495
1
<0.1%
1.5271686685585857
1
<0.1%
1.185492816760496
1
<0.1%
1.1033425121390485
1
<0.1%
3.8051761373108492
1
<0.1%
1.6751285469457222
1
<0.1%
1.116039947226816
1
<0.1%
1.84424473249719
1
<0.1%
1.034371696449067
1
<0.1%
0.26786837708539335
1
<0.1%
0.8014112455768317
1
<0.1%
0.04564968263058764
1
<0.1%
SMALLEST VALUES
-3.8310727826526922
1
<0.1%
-3.7028571590274693
1
<0.1%
-3.6936168015387167
1
<0.1%
-3.4612840467133026
1
<0.1%
-3.4135566338352037
1
<0.1%
-3.3279722123422735
1
<0.1%
-3.25415164250288
1
<0.1%
-3.2010932100929033
1
<0.1%
-3.1454032938091308
1
<0.1%
-3.0496942583591595
1
<0.1%
-3.049188345112168
1
<0.1%
-2.965875850061547
1
<0.1%
-2.9363501119620166
1
<0.1%
-2.9207717024920856
1
<0.1%
-2.891096550726065
1
<0.1%
LARGEST VALUES
5.629039053576204
1
<0.1%
5.115919737122209
1
<0.1%
5.007806553248447
1
<0.1%
4.954877106751674
1
<0.1%
4.936576722165929
1
<0.1%
4.880457642312694
1
<0.1%
4.82200556462818
1
<0.1%
4.8192345273837365
1
<0.1%
4.812966495713813
1
<0.1%
4.738252509918005
1
<0.1%
4.634342907112943
1
<0.1%
4.532360714118752
1
<0.1%
4.531184587764128
1
<0.1%
4.518075478107938
1
<0.1%
4.505472483850007
1
<0.1%
FNP_portin_count
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
CC_CARD_FLG_count
0.02
OS_TO_PMNT_RATIO_norm
0.02
CST_BAD_DEBT_AMT
0.02
PORTIN_N_FLG_norm
0.02
CST_CAT_FLG_EP_norm
-0.02
PORTOUT_N_FLG_count
-0.02
BILL_RENTALS_M1_avg
-0.01
PORTIN_Y_FLG_count
-0.01
FNP_portin_norm
-0.01
ACTV_30_DYS_avg
0.01
BILL_RENTALS_M3_avg
0.01
BILL_USAGE_CHRGS_M6_avg
-0.01
MNP_PORT_IN_1_count
0.01
VO_MOB_MOU_ONNT_M1
-0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.04
CST_PFT_ARPU_BAND_mode
0.04
CST_VAL_SEG_mode
0.02
PMNT_TOP_CHNL_M1_mode
0.02
CST_CORP_SEG_mode
0.01
high_risk_flag
0.01
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
0
810
8.1%
2
804
8.0%
1
780
7.8%
3
754
7.5%
4
731
7.3%
5
659
6.6%
6
650
6.5%
7
640
6.4%
8
573
5.7%
9
484
4.8%
10
453
4.5%
11
403
4.0%
13
343
3.4%
12
333
3.3%
14
294
2.9%
SMALLEST VALUES
0
810
8.1%
1
780
7.8%
2
804
8.0%
3
754
7.5%
4
731
7.3%
5
659
6.6%
6
650
6.5%
7
640
6.4%
8
573
5.7%
9
484
4.8%
10
453
4.5%
11
403
4.0%
12
333
3.3%
13
343
3.4%
14
294
2.9%
LARGEST VALUES
43
1
<0.1%
39
1
<0.1%
38
1
<0.1%
37
1
<0.1%
36
1
<0.1%
35
2
<0.1%
34
3
<0.1%
33
3
<0.1%
32
2
<0.1%
31
5
<0.1%
30
4
<0.1%
29
9
<0.1%
28
11
0.1%
27
18
0.2%
26
21
0.2%
FNP_portin_norm
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
BILL_USAGE_CHRGS_M2_avg
-0.02
BAR_FLG_M6_Y_norm
-0.02
PORTIN_N_FLG_norm
-0.02
ARPU_6_avg
-0.02
PMNT_CNT_M1_max
-0.02
BILL_OUTSTANDING_M6_sum
-0.02
BILL_USAGE_CHRGS_M1_avg
-0.02
BILL_OUTSTANDING_M3_avg
-0.02
MNP_PORT_OUT_0_norm
0.02
BILL_USAGE_CHRGS_M3_avg
0.01
FNP_portin_count
-0.01
BILL_RENTALS_M4_avg
0.01
BAR_FLG_N_norm
-0.01
PORTIN_N_FLG_count
0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_BAND_mode
0.03
CST_PFT_ARPU_SEG_mode
0.03
CST_VAL_SEG_mode
0.02
high_risk_flag
0.02
PMNT_TOP_CHNL_M1_mode
0.01
CST_CORP_SEG_mode
0.01
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
1
801
8.0%
0
783
7.8%
2
755
7.5%
4
748
7.5%
5
729
7.3%
3
713
7.1%
6
668
6.7%
7
624
6.2%
8
564
5.6%
9
479
4.8%
10
451
4.5%
11
418
4.2%
12
386
3.9%
13
343
3.4%
14
281
2.8%
SMALLEST VALUES
0
783
7.8%
1
801
8.0%
2
755
7.5%
3
713
7.1%
4
748
7.5%
5
729
7.3%
6
668
6.7%
7
624
6.2%
8
564
5.6%
9
479
4.8%
10
451
4.5%
11
418
4.2%
12
386
3.9%
13
343
3.4%
14
281
2.8%
LARGEST VALUES
40
1
<0.1%
39
1
<0.1%
38
1
<0.1%
37
1
<0.1%
34
2
<0.1%
33
6
<0.1%
32
8
<0.1%
31
5
<0.1%
30
8
<0.1%
29
6
<0.1%
28
7
<0.1%
27
17
0.2%
26
29
0.3%
25
28
0.3%
24
51
0.5%
FNP_portout_count
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
BAR_FLG_Y_norm
0.03
BILL_USAGE_CHRGS_M5_avg
0.03
ARPU_1_avg
0.02
CST_CAT_FLG_EP_norm
0.02
BILL_RENTALS_M1_avg
0.02
VO_MOB_MOU_OFFNT_M1
-0.02
BILL_OUTSTANDING_M1_avg
-0.02
BILL_RENTALS_M3_avg
0.02
PMNT_CNT_M1_avg
0.02
MNP_PORT_OUT_1_norm
0.02
BILL_OUTSTANDING_M3_sum
0.02
PORTIN_N_FLG_norm
0.01
BILL_AMT_M1_avg
0.01
BILL_RENTALS_M2_avg
0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.03
PMNT_TOP_CHNL_M1_mode
0.03
CST_PFT_ARPU_BAND_mode
0.03
CST_CORP_SEG_mode
0.03
high_risk_flag
0.01
CST_VAL_SEG_mode
0.01
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
1
842
8.4%
0
809
8.1%
2
782
7.8%
4
742
7.4%
3
721
7.2%
5
662
6.6%
6
630
6.3%
7
573
5.7%
8
543
5.4%
9
523
5.2%
10
435
4.3%
11
397
4.0%
12
374
3.7%
13
344
3.4%
14
285
2.9%
SMALLEST VALUES
0
809
8.1%
1
842
8.4%
2
782
7.8%
3
721
7.2%
4
742
7.4%
5
662
6.6%
6
630
6.3%
7
573
5.7%
8
543
5.4%
9
523
5.2%
10
435
4.3%
11
397
4.0%
12
374
3.7%
13
344
3.4%
14
285
2.9%
LARGEST VALUES
39
1
<0.1%
38
2
<0.1%
36
1
<0.1%
35
1
<0.1%
34
2
<0.1%
33
2
<0.1%
32
5
<0.1%
31
7
<0.1%
30
10
0.1%
29
6
<0.1%
28
10
0.1%
27
12
0.1%
26
20
0.2%
25
34
0.3%
24
37
0.4%
FNP_portout_norm
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
VO_MOB_MOU_OFFNT_M1
0.03
BAR_FLG_M6_Y_norm
0.02
PMNT_AMT_M1_avg
0.02
BILL_RENTALS_M4_avg
-0.02
CST_BILL_AMT_M1
0.02
ARPU_3_avg
0.02
PORTIN_Other_FLG_count
0.02
risk_probability
0.02
PORTOUT_Y_FLG_count
0.02
CC_CARD_FLG_count
0.01
CST_CAT_FLG_NP_norm
0.01
BILL_USAGE_CHRGS_M1_avg
0.01
ACTV_30_DYS_norm
0.01
PORTIN_Other_FLG_norm
0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
0.03
CST_VAL_SEG_mode
0.03
CST_PFT_ARPU_BAND_mode
0.03
PMNT_TOP_CHNL_M1_mode
0.03
high_risk_flag
0.02
CST_CORP_SEG_mode
0.01
CST_SEG_TP_mode
0.00
MOST FREQUENT VALUES
4
772
7.7%
2
768
7.7%
1
766
7.7%
0
754
7.5%
3
705
7.0%
6
685
6.8%
5
681
6.8%
8
614
6.1%
7
604
6.0%
9
474
4.7%
11
457
4.6%
10
434
4.3%
12
361
3.6%
13
317
3.2%
14
291
2.9%
SMALLEST VALUES
0
754
7.5%
1
766
7.7%
2
768
7.7%
3
705
7.0%
4
772
7.7%
5
681
6.8%
6
685
6.8%
7
604
6.0%
8
614
6.1%
9
474
4.7%
10
434
4.3%
11
457
4.6%
12
361
3.6%
13
317
3.2%
14
291
2.9%
LARGEST VALUES
37
1
<0.1%
36
2
<0.1%
35
4
<0.1%
34
2
<0.1%
33
1
<0.1%
32
7
<0.1%
31
4
<0.1%
30
10
0.1%
29
9
<0.1%
28
18
0.2%
27
23
0.2%
26
25
0.2%
25
32
0.3%
24
33
0.3%
23
49
0.5%
CST_CORP_SEG_mode
MISSING:
---
TOP CATEGORIES
high_risk_flag
Unknown
6,438
64%
4,907
76%
Missing
2,487
25%
26
1%
Growth
1,059
11%
0
0%
GOV-SALES-VIP-AUH
16
<1%
0
0%
ALL
10,000
100%
4,933
49%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CST_CORP_SEG_mode
PROVIDES INFORMATION ON...
CST_SEG_TP_mode
1.00
high_risk_flag
0.47
CST_VAL_SEG_mode
0.41
PMNT_TOP_CHNL_M1_mode
0.27
CST_PFT_ARPU_BAND_mode
0.26
CST_PFT_ARPU_SEG_mode
0.21

THESE FEATURES
GIVE INFORMATION
ON CST_CORP_SEG_mode:
CST_PFT_ARPU_SEG_mode
0.49
CST_PFT_ARPU_BAND_mode
0.49
PMNT_TOP_CHNL_M1_mode
0.48
CST_VAL_SEG_mode
0.41
high_risk_flag
0.37
CST_SEG_TP_mode
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_CORP_SEG_mode
CORRELATION RATIO WITH...
risk_probability
0.80
CST_BAD_DEBT_AMT
0.30
ARPU_12_sum
0.29
CST_CAT_FLG_EP_norm
0.29
TOP_CHNL_TOT_PMNT_RAT_M1_avg
0.29
ACTV_90_DYS_avg
0.29
PMNT_CNT_M1_max
0.29
BILL_USAGE_CHRGS_M4_avg
0.29
BILL_OUTSTANDING_M6_avg
0.29
OS_TO_PMNT_RATIO_norm
0.29
PORTIN_N_FLG_count
0.29
ARPU_1_avg
0.28
BILL_RENTALS_M6_avg
0.28
PMNT_CNT_M1_avg
0.28
CST_PFT_ARPU_BAND_mode
MISSING:
---
TOP CATEGORIES
high_risk_flag
Unknown
4,893
49%
4,496
92%
PRESTIGE
915
9%
92
10%
PRSTG_MGMT
893
9%
337
38%
Missing
882
9%
0
0%
NEW CUST
879
9%
8
<1%
DORMANT
749
7%
0
0%
5*STAR
539
5%
0
0%
4*STAR
202
2%
0
0%
3*STAR
46
<1%
0
0%
2*STAR
2
<1%
0
0%
ALL
10,000
100%
4,933
49%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CST_PFT_ARPU_BAND_mode
PROVIDES INFORMATION ON...
CST_SEG_TP_mode
1.00
high_risk_flag
0.67
CST_CORP_SEG_mode
0.49
CST_VAL_SEG_mode
0.48
PMNT_TOP_CHNL_M1_mode
0.37
CST_PFT_ARPU_SEG_mode
0.29

THESE FEATURES
GIVE INFORMATION
ON CST_PFT_ARPU_BAND_mode:
CST_PFT_ARPU_SEG_mode
0.35
PMNT_TOP_CHNL_M1_mode
0.34
high_risk_flag
0.28
CST_CORP_SEG_mode
0.26
CST_VAL_SEG_mode
0.26
CST_SEG_TP_mode
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_BAND_mode
CORRELATION RATIO WITH...
risk_probability
0.89
CST_BAD_DEBT_AMT
0.33
ARPU_12_sum
0.32
TOP_CHNL_TOT_PMNT_RAT_M1_avg
0.32
OS_TO_PMNT_RATIO_norm
0.32
ACTV_90_DYS_avg
0.32
ACTV_60_DYS_norm
0.32
BILL_OUTSTANDING_M6_avg
0.32
ARPU_6_sum
0.32
PMNT_CNT_M1_avg
0.31
ARPU_12_avg
0.31
PMNT_CNT_M1_max
0.31
VO_MOB_MOU_OFFNT_M1
0.31
ACTV_30_DYS_norm
0.31
CST_PFT_ARPU_SEG_mode
MISSING:
---
TOP CATEGORIES
high_risk_flag
YOUTH
4,469
45%
4,264
95%
VVVIP
581
6%
204
35%
PRESTIGE SOLITAIRE
579
6%
5
<1%
SILVER
578
6%
25
4%
WELCOME
571
6%
341
60%
PRESTIGE PLATINUM
557
6%
0
0%
PRESTIGE BY MGMT
535
5%
0
0%
UNIDENTIFIED
514
5%
94
18%
PRESTIGE Ana Emirati
514
5%
0
0%
None
421
4%
0
0%
Missing
334
3%
0
0%
GOLD_SPECIAL_NEEDS
197
2%
0
0%
GOLD
110
1%
0
0%
EMIRATI WELCOME
34
<1%
0
0%
EMIRATI SILVER
6
<1%
0
0%
ALL
10,000
100%
4,933
49%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CST_PFT_ARPU_SEG_mode
PROVIDES INFORMATION ON...
CST_SEG_TP_mode
1.00
high_risk_flag
0.72
CST_VAL_SEG_mode
0.50
CST_CORP_SEG_mode
0.49
PMNT_TOP_CHNL_M1_mode
0.39
CST_PFT_ARPU_BAND_mode
0.35

THESE FEATURES
GIVE INFORMATION
ON CST_PFT_ARPU_SEG_mode:
PMNT_TOP_CHNL_M1_mode
0.29
CST_PFT_ARPU_BAND_mode
0.29
high_risk_flag
0.24
CST_VAL_SEG_mode
0.22
CST_CORP_SEG_mode
0.21
CST_SEG_TP_mode
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_PFT_ARPU_SEG_mode
CORRELATION RATIO WITH...
risk_probability
0.91
ACTV_90_DYS_avg
0.34
ARPU_12_sum
0.33
CST_BAD_DEBT_AMT
0.33
BILL_OUTSTANDING_M6_avg
0.33
ARPU_6_sum
0.33
OS_TO_PMNT_RATIO_norm
0.32
PMNT_AMT_M1_sum
0.32
PMNT_CNT_M1_avg
0.32
BILL_OUTSTANDING_M3_sum
0.32
ACTV_90_DYS_norm
0.32
BILL_AMT_M1_avg
0.32
BILL_RENTALS_M4_avg
0.32
ARPU_1_avg
0.32
CST_SEG_TP_mode
MISSING:
---
TOP CATEGORIES
high_risk_flag
CONSUMER
10,000
100%
4,933
49%
ALL
10,000
100%
4,933
49%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CST_SEG_TP_mode
PROVIDES INFORMATION ON...
CST_PFT_ARPU_SEG_mode
0.00
PMNT_TOP_CHNL_M1_mode
0.00
high_risk_flag
0.00
CST_CORP_SEG_mode
0.00
CST_PFT_ARPU_BAND_mode
0.00
CST_VAL_SEG_mode
0.00

THESE FEATURES
GIVE INFORMATION
ON CST_SEG_TP_mode:
high_risk_flag
1.00
CST_CORP_SEG_mode
1.00
CST_PFT_ARPU_BAND_mode
1.00
CST_PFT_ARPU_SEG_mode
1.00
CST_VAL_SEG_mode
1.00
PMNT_TOP_CHNL_M1_mode
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_SEG_TP_mode
CORRELATION RATIO WITH...
party_id
0.00
risk_probability
0.00
BILL_OUTSTANDING_M1_avg
0.00
BILL_AMT_M1_avg
0.00
BILL_RENTALS_M1_avg
0.00
BILL_RENTALS_M2_avg
0.00
BILL_RENTALS_M3_avg
0.00
BILL_RENTALS_M4_avg
0.00
BILL_RENTALS_M5_avg
0.00
BILL_RENTALS_M6_avg
0.00
BILL_USAGE_CHRGS_M1_avg
0.00
BILL_USAGE_CHRGS_M2_avg
0.00
BILL_USAGE_CHRGS_M3_avg
0.00
BILL_USAGE_CHRGS_M4_avg
0.00
CST_VAL_SEG_mode
MISSING:
---
TOP CATEGORIES
high_risk_flag
Unknown
6,411
64%
4,914
77%
Platinum
2,483
25%
19
<1%
Gold
1,087
11%
0
0%
Diamond
19
<1%
0
0%
ALL
10,000
100%
4,933
49%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CST_VAL_SEG_mode
PROVIDES INFORMATION ON...
CST_SEG_TP_mode
1.00
high_risk_flag
0.48
CST_CORP_SEG_mode
0.41
PMNT_TOP_CHNL_M1_mode
0.28
CST_PFT_ARPU_BAND_mode
0.26
CST_PFT_ARPU_SEG_mode
0.22

THESE FEATURES
GIVE INFORMATION
ON CST_VAL_SEG_mode:
CST_PFT_ARPU_SEG_mode
0.50
PMNT_TOP_CHNL_M1_mode
0.48
CST_PFT_ARPU_BAND_mode
0.48
CST_CORP_SEG_mode
0.41
high_risk_flag
0.38
CST_SEG_TP_mode
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CST_VAL_SEG_mode
CORRELATION RATIO WITH...
risk_probability
0.80
CST_BAD_DEBT_AMT
0.30
ARPU_12_sum
0.29
ARPU_6_sum
0.29
CST_CAT_FLG_EP_norm
0.29
ACTV_90_DYS_norm
0.29
BAR_FLG_Y_norm
0.29
BILL_RENTALS_M2_avg
0.29
BILL_RENTALS_M4_avg
0.29
PMNT_CNT_M1_max
0.28
CST_BAD_DEBT_RATIO
0.28
TOP_CHNL_TOT_PMNT_RAT_M1_avg
0.28
CC_CARD_FLG_count
0.28
ACTV_90_DYS_avg
0.28
PMNT_TOP_CHNL_M1_mode
MISSING:
---
TOP CATEGORIES
high_risk_flag
Wallet
5,033
50%
4,596
91%
None
1,137
11%
35
3%
Mix
1,109
11%
4
<1%
Unknown
1,108
11%
298
27%
Loyalty
934
9%
0
0%
Cheque
534
5%
0
0%
Cash
143
1%
0
0%
Card
2
<1%
0
0%
ALL
10,000
100%
4,933
49%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
PMNT_TOP_CHNL_M1_mode
PROVIDES INFORMATION ON...
CST_SEG_TP_mode
1.00
high_risk_flag
0.67
CST_VAL_SEG_mode
0.48
CST_CORP_SEG_mode
0.48
CST_PFT_ARPU_BAND_mode
0.34
CST_PFT_ARPU_SEG_mode
0.29

THESE FEATURES
GIVE INFORMATION
ON PMNT_TOP_CHNL_M1_mode:
CST_PFT_ARPU_SEG_mode
0.39
CST_PFT_ARPU_BAND_mode
0.37
high_risk_flag
0.30
CST_VAL_SEG_mode
0.28
CST_CORP_SEG_mode
0.27
CST_SEG_TP_mode
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
PMNT_TOP_CHNL_M1_mode
CORRELATION RATIO WITH...
risk_probability
0.89
CST_BAD_DEBT_AMT
0.33
ACTV_90_DYS_avg
0.32
ARPU_12_sum
0.32
TOP_CHNL_TOT_PMNT_RAT_M1_avg
0.32
BILL_OUTSTANDING_M6_avg
0.32
ARPU_6_sum
0.32
ARPU_1_avg
0.32
BAR_FLG_Y_norm
0.32
OS_TO_PMNT_RATIO_norm
0.31
ARPU_12_avg
0.31
BAR_FLG_N_norm
0.31
ACTV_60_DYS_norm
0.31
BILL_OUTSTANDING_M3_sum
0.31